Se cargan las librerías a utilizar para el presente análisis

library(tidyverse)
library(lavaan)
## This is lavaan 0.6-6
## lavaan is BETA software! Please report any bugs.

1 Importación de datos y tratamiento de datos

1.1 Guardar las etiquetas

Se guardan las etiquetas asociadas a los datos provenientes de la codificación en el SPSS

1.2 Unificar data

Se juntan las 2 base de datos. Además se elimina data missing y se transforma los ítems a variables númericas (para fines de análisis).

1.3 Descriptivos

Estadísticos descriptivos para la parte “a” de los ítems (perpetrador)

Estadísticos descriptivos para la parte “b” de los ítems (violencia sufrida)

2 Análisis Factoriales Confirmatorios

La escala CADRI tiene 5 factores y se corresponden con los items de la siguiente manera:

Nota: Todos los modelos tienen 2 análisis fit_a y fit_b que se diferencian únicamente por el estimador utilizado para su evaluación. El fit_a utiliza el estimador MLR que es ideal para data contínua y problemas de normalidad, mientras que el fit_b utiliza el estimador WLSMVque es el mejor estimador en consideración de la ordinalidad de los datos.

2.1 Modelo 01

El primer modelo probará todos los ítems tal cual se encuentran descritos en el instrumento original.

2.1.1 Estimador MLR

## Warning in lav_object_post_check(object): lavaan WARNING: covariance matrix of latent variables
##                 is not positive definite;
##                 use lavInspect(fit, "cov.lv") to investigate.
## lavaan 0.6-6 ended normally after 212 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of free parameters                         85
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                                Standard      Robust
##   Test Statistic                               1586.734    1328.504
##   Degrees of freedom                                545         545
##   P-value (Chi-square)                            0.000       0.000
##   Scaling correction factor                                   1.194
##        Yuan-Bentler correction (Mplus variant)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              4556.896    3264.743
##   Degrees of freedom                               595         595
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  1.396
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.737       0.707
##   Tucker-Lewis Index (TLI)                       0.713       0.680
##                                                                   
##   Robust Comparative Fit Index (CFI)                         0.749
##   Robust Tucker-Lewis Index (TLI)                            0.726
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -7788.654   -7788.654
##   Scaling correction factor                                  6.652
##       for the MLR correction                                      
##   Loglikelihood unrestricted model (H1)      -6995.286   -6995.286
##   Scaling correction factor                                  1.931
##       for the MLR correction                                      
##                                                                   
##   Akaike (AIC)                               15747.307   15747.307
##   Bayesian (BIC)                             16069.194   16069.194
##   Sample-size adjusted Bayesian (BIC)        15799.579   15799.579
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.077       0.066
##   90 Percent confidence interval - lower         0.072       0.062
##   90 Percent confidence interval - upper         0.081       0.071
##   P-value RMSEA <= 0.05                          0.000       0.000
##                                                                   
##   Robust RMSEA                                               0.073
##   90 Percent confidence interval - lower                     0.068
##   90 Percent confidence interval - upper                     0.078
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.083       0.083
## 
## Parameter Estimates:
## 
##   Standard errors                             Sandwich
##   Information bread                           Observed
##   Observed information based on                Hessian
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri4a           1.000                               0.370    0.451
##     Cadri7a           1.503    0.250    6.000    0.000    0.556    0.720
##     Cadri9a           1.141    0.174    6.550    0.000    0.422    0.549
##     Cadri12a          1.230    0.257    4.784    0.000    0.455    0.646
##     Cadri17a          1.075    0.214    5.025    0.000    0.398    0.696
##     Cadri21a          0.627    0.188    3.334    0.001    0.232    0.477
##     Cadri23a          0.377    0.097    3.870    0.000    0.139    0.330
##     Cadri24a          0.938    0.200    4.694    0.000    0.347    0.603
##     Cadri28a          1.352    0.230    5.885    0.000    0.500    0.633
##     Cadri32a          1.252    0.235    5.320    0.000    0.463    0.667
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.268    0.720
##     Cadri25a          0.780    0.245    3.178    0.001    0.209    0.586
##     Cadri30a          1.103    0.241    4.567    0.000    0.296    0.694
##     Cadri34a          0.847    0.207    4.085    0.000    0.227    0.624
##   C_amenaz =~                                                           
##     Cadri5a           1.000                               0.061    0.224
##     Cadri29a          1.697    1.425    1.191    0.234    0.103    0.268
##     Cadri31a          1.412    0.887    1.592    0.111    0.086    0.390
##     Cadri33a          2.609    1.601    1.629    0.103    0.159    0.592
##   V_relaci =~                                                           
##     Cadri3a           1.000                               0.116    0.295
##     Cadri20a          1.690    1.082    1.562    0.118    0.195    0.575
##     Cadri35a          1.772    1.343    1.319    0.187    0.205    0.523
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.166    0.368
##     Cadri13a          0.490    0.593    0.826    0.409    0.081    0.469
##     Cadri15a          0.530    0.564    0.938    0.348    0.088    0.652
##     Cadri19a          1.779    0.991    1.795    0.073    0.296    0.381
##   R_confli =~                                                           
##     Cadri1a           1.000                               0.663    0.633
##     Cadri6a           0.887    0.074   12.048    0.000    0.588    0.644
##     Cadri10a          0.968    0.089   10.903    0.000    0.642    0.669
##     Cadri11a          0.909    0.075   12.047    0.000    0.603    0.664
##     Cadri14a          1.171    0.098   11.906    0.000    0.777    0.759
##     Cadri16a          1.094    0.101   10.824    0.000    0.726    0.720
##     Cadri18a          1.152    0.102   11.343    0.000    0.764    0.735
##     Cadri22a          1.014    0.107    9.472    0.000    0.672    0.639
##     Cadri26a          1.032    0.100   10.327    0.000    0.684    0.689
##     Cadri27a          0.732    0.090    8.138    0.000    0.486    0.512
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fisica          0.061    0.021    2.925    0.003    0.617    0.617
##     C_amenaz          0.016    0.008    1.952    0.051    0.709    0.709
##     V_relaci          0.033    0.022    1.498    0.134    0.774    0.774
##     V_sexual          0.025    0.025    0.984    0.325    0.406    0.406
##     R_confli          0.098    0.023    4.188    0.000    0.401    0.401
##   V_fisica ~~                                                           
##     C_amenaz          0.017    0.008    2.058    0.040    1.014    1.014
##     V_relaci          0.009    0.011    0.801    0.423    0.287    0.287
##     V_sexual          0.022    0.024    0.938    0.348    0.498    0.498
##     R_confli          0.026    0.010    2.483    0.013    0.144    0.144
##   C_amenaz ~~                                                           
##     V_relaci          0.005    0.006    0.815    0.415    0.712    0.712
##     V_sexual          0.003    0.006    0.473    0.636    0.289    0.289
##     R_confli          0.007    0.007    1.056    0.291    0.171    0.171
##   V_relaci ~~                                                           
##     V_sexual          0.003    0.009    0.386    0.700    0.176    0.176
##     R_confli          0.015    0.011    1.404    0.160    0.195    0.195
##   V_sexual ~~                                                           
##     R_confli          0.023    0.030    0.745    0.456    0.205    0.205
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri4a           0.537    0.057    9.407    0.000    0.537    0.797
##    .Cadri7a           0.287    0.032    8.857    0.000    0.287    0.481
##    .Cadri9a           0.413    0.048    8.535    0.000    0.413    0.699
##    .Cadri12a          0.288    0.042    6.809    0.000    0.288    0.582
##    .Cadri17a          0.168    0.023    7.336    0.000    0.168    0.516
##    .Cadri21a          0.183    0.034    5.367    0.000    0.183    0.773
##    .Cadri23a          0.159    0.041    3.907    0.000    0.159    0.891
##    .Cadri24a          0.210    0.023    9.108    0.000    0.210    0.636
##    .Cadri28a          0.373    0.042    8.906    0.000    0.373    0.599
##    .Cadri32a          0.267    0.038    7.105    0.000    0.267    0.555
##    .Cadri8a           0.067    0.015    4.582    0.000    0.067    0.481
##    .Cadri25a          0.084    0.021    3.904    0.000    0.084    0.657
##    .Cadri30a          0.094    0.033    2.877    0.004    0.094    0.519
##    .Cadri34a          0.081    0.024    3.350    0.001    0.081    0.611
##    .Cadri5a           0.070    0.031    2.300    0.021    0.070    0.950
##    .Cadri29a          0.138    0.027    5.131    0.000    0.138    0.928
##    .Cadri31a          0.041    0.025    1.617    0.106    0.041    0.848
##    .Cadri33a          0.047    0.025    1.855    0.064    0.047    0.649
##    .Cadri3a           0.140    0.045    3.087    0.002    0.140    0.913
##    .Cadri20a          0.077    0.031    2.462    0.014    0.077    0.669
##    .Cadri35a          0.111    0.031    3.569    0.000    0.111    0.726
##    .Cadri2a           0.176    0.056    3.118    0.002    0.176    0.864
##    .Cadri13a          0.023    0.010    2.337    0.019    0.023    0.780
##    .Cadri15a          0.011    0.011    0.991    0.322    0.011    0.576
##    .Cadri19a          0.513    0.154    3.326    0.001    0.513    0.855
##    .Cadri1a           0.657    0.058   11.270    0.000    0.657    0.599
##    .Cadri6a           0.489    0.048   10.089    0.000    0.489    0.586
##    .Cadri10a          0.509    0.051    9.926    0.000    0.509    0.553
##    .Cadri11a          0.461    0.048    9.579    0.000    0.461    0.559
##    .Cadri14a          0.444    0.050    8.848    0.000    0.444    0.424
##    .Cadri16a          0.489    0.055    8.859    0.000    0.489    0.482
##    .Cadri18a          0.497    0.053    9.427    0.000    0.497    0.460
##    .Cadri22a          0.654    0.067    9.756    0.000    0.654    0.591
##    .Cadri26a          0.517    0.056    9.202    0.000    0.517    0.525
##    .Cadri27a          0.663    0.053   12.462    0.000    0.663    0.738
##     V_verbal          0.137    0.041    3.346    0.001    1.000    1.000
##     V_fisica          0.072    0.032    2.231    0.026    1.000    1.000
##     C_amenaz          0.004    0.004    0.964    0.335    1.000    1.000
##     V_relaci          0.013    0.016    0.847    0.397    1.000    1.000
##     V_sexual          0.028    0.026    1.068    0.285    1.000    1.000
##     R_confli          0.440    0.065    6.791    0.000    1.000    1.000

2.1.2 Estimador WLSMV

## Warning in lav_model_vcov(lavmodel = lavmodel, lavsamplestats = lavsamplestats, : lavaan WARNING:
##     The variance-covariance matrix of the estimated parameters (vcov)
##     does not appear to be positive definite! The smallest eigenvalue
##     (= -4.850446e-17) is smaller than zero. This may be a symptom that
##     the model is not identified.
## Warning in lav_object_post_check(object): lavaan WARNING: some estimated ov
## variances are negative
## Warning in lav_object_post_check(object): lavaan WARNING: covariance matrix of latent variables
##                 is not positive definite;
##                 use lavInspect(fit, "cov.lv") to investigate.
## lavaan 0.6-6 ended normally after 61 iterations
## 
##   Estimator                                       DWLS
##   Optimization method                           NLMINB
##   Number of free parameters                        151
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                               Standard      Robust
##   Test Statistic                              1256.588     938.927
##   Degrees of freedom                               545         545
##   P-value (Chi-square)                           0.000       0.000
##   Scaling correction factor                                  2.187
##   Shift parameter                                          364.337
##        simple second-order correction (WLSMV)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                             19668.362    6040.324
##   Degrees of freedom                               595         595
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  3.503
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.963       0.928
##   Tucker-Lewis Index (TLI)                       0.959       0.921
##                                                                   
##   Robust Comparative Fit Index (CFI)                            NA
##   Robust Tucker-Lewis Index (TLI)                               NA
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.063       0.047
##   90 Percent confidence interval - lower         0.059       0.042
##   90 Percent confidence interval - upper         0.068       0.052
##   P-value RMSEA <= 0.05                          0.000       0.819
##                                                                   
##   Robust RMSEA                                                  NA
##   90 Percent confidence interval - lower                        NA
##   90 Percent confidence interval - upper                        NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.190       0.190
## 
## Weighted Root Mean Square Residual:
## 
##   WRMR                                           1.344       1.344
## 
## Parameter Estimates:
## 
##   Standard errors                           Robust.sem
##   Information                                 Expected
##   Information saturated (h1) model        Unstructured
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri4a           1.000                               0.602    0.602
##     Cadri7a           1.288    0.105   12.273    0.000    0.776    0.776
##     Cadri9a           1.123    0.101   11.078    0.000    0.676    0.676
##     Cadri12a          1.187    0.111   10.669    0.000    0.715    0.715
##     Cadri17a          1.309    0.116   11.327    0.000    0.788    0.788
##     Cadri21a          1.006    0.123    8.149    0.000    0.606    0.606
##     Cadri23a          0.870    0.122    7.147    0.000    0.524    0.524
##     Cadri24a          1.171    0.095   12.350    0.000    0.705    0.705
##     Cadri28a          1.229    0.107   11.471    0.000    0.740    0.740
##     Cadri32a          1.128    0.098   11.458    0.000    0.680    0.680
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.839    0.839
##     Cadri25a          0.981    0.082   12.005    0.000    0.823    0.823
##     Cadri30a          1.014    0.088   11.535    0.000    0.851    0.851
##     Cadri34a          0.972    0.081   12.044    0.000    0.816    0.816
##   C_amenaz =~                                                           
##     Cadri5a           1.000                               0.546    0.546
##     Cadri29a          1.120    0.174    6.445    0.000    0.611    0.611
##     Cadri31a          1.256    0.238    5.281    0.000    0.686    0.686
##     Cadri33a          1.589    0.241    6.584    0.000    0.868    0.868
##   V_relaci =~                                                           
##     Cadri3a           1.000                               0.610    0.610
##     Cadri20a          1.323    0.225    5.888    0.000    0.807    0.807
##     Cadri35a          1.135    0.186    6.093    0.000    0.693    0.693
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.629    0.629
##     Cadri13a          0.753    0.154    4.897    0.000    0.474    0.474
##     Cadri15a          1.872    0.339    5.524    0.000    1.178    1.178
##     Cadri19a          1.201    0.226    5.309    0.000    0.756    0.756
##   R_confli =~                                                           
##     Cadri1a           1.000                               0.704    0.704
##     Cadri6a           1.043    0.056   18.680    0.000    0.734    0.734
##     Cadri10a          1.073    0.061   17.616    0.000    0.755    0.755
##     Cadri11a          1.021    0.059   17.300    0.000    0.719    0.719
##     Cadri14a          1.135    0.062   18.348    0.000    0.799    0.799
##     Cadri16a          1.166    0.058   20.261    0.000    0.821    0.821
##     Cadri18a          1.086    0.063   17.342    0.000    0.765    0.765
##     Cadri22a          1.068    0.064   16.764    0.000    0.752    0.752
##     Cadri26a          1.105    0.055   19.926    0.000    0.778    0.778
##     Cadri27a          0.839    0.063   13.378    0.000    0.591    0.591
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fisica          0.375    0.045    8.322    0.000    0.741    0.741
##     C_amenaz          0.300    0.054    5.515    0.000    0.913    0.913
##     V_relaci          0.316    0.058    5.447    0.000    0.860    0.860
##     V_sexual          0.158    0.036    4.391    0.000    0.416    0.416
##     R_confli          0.220    0.030    7.420    0.000    0.518    0.518
##   V_fisica ~~                                                           
##     C_amenaz          0.464    0.073    6.351    0.000    1.011    1.011
##     V_relaci          0.253    0.075    3.371    0.001    0.493    0.493
##     V_sexual          0.268    0.052    5.169    0.000    0.508    0.508
##     R_confli          0.152    0.041    3.728    0.000    0.257    0.257
##   C_amenaz ~~                                                           
##     V_relaci          0.269    0.061    4.430    0.000    0.808    0.808
##     V_sexual          0.265    0.056    4.707    0.000    0.772    0.772
##     R_confli          0.155    0.039    3.960    0.000    0.403    0.403
##   V_relaci ~~                                                           
##     V_sexual          0.242    0.062    3.937    0.000    0.631    0.631
##     R_confli          0.132    0.042    3.119    0.002    0.307    0.307
##   V_sexual ~~                                                           
##     R_confli          0.150    0.046    3.242    0.001    0.339    0.339
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri4a           0.000                               0.000    0.000
##    .Cadri7a           0.000                               0.000    0.000
##    .Cadri9a           0.000                               0.000    0.000
##    .Cadri12a          0.000                               0.000    0.000
##    .Cadri17a          0.000                               0.000    0.000
##    .Cadri21a          0.000                               0.000    0.000
##    .Cadri23a          0.000                               0.000    0.000
##    .Cadri24a          0.000                               0.000    0.000
##    .Cadri28a          0.000                               0.000    0.000
##    .Cadri32a          0.000                               0.000    0.000
##    .Cadri8a           0.000                               0.000    0.000
##    .Cadri25a          0.000                               0.000    0.000
##    .Cadri30a          0.000                               0.000    0.000
##    .Cadri34a          0.000                               0.000    0.000
##    .Cadri5a           0.000                               0.000    0.000
##    .Cadri29a          0.000                               0.000    0.000
##    .Cadri31a          0.000                               0.000    0.000
##    .Cadri33a          0.000                               0.000    0.000
##    .Cadri3a           0.000                               0.000    0.000
##    .Cadri20a          0.000                               0.000    0.000
##    .Cadri35a          0.000                               0.000    0.000
##    .Cadri2a           0.000                               0.000    0.000
##    .Cadri13a          0.000                               0.000    0.000
##    .Cadri15a          0.000                               0.000    0.000
##    .Cadri19a          0.000                               0.000    0.000
##    .Cadri1a           0.000                               0.000    0.000
##    .Cadri6a           0.000                               0.000    0.000
##    .Cadri10a          0.000                               0.000    0.000
##    .Cadri11a          0.000                               0.000    0.000
##    .Cadri14a          0.000                               0.000    0.000
##    .Cadri16a          0.000                               0.000    0.000
##    .Cadri18a          0.000                               0.000    0.000
##    .Cadri22a          0.000                               0.000    0.000
##    .Cadri26a          0.000                               0.000    0.000
##    .Cadri27a          0.000                               0.000    0.000
##     V_verbal          0.000                               0.000    0.000
##     V_fisica          0.000                               0.000    0.000
##     C_amenaz          0.000                               0.000    0.000
##     V_relaci          0.000                               0.000    0.000
##     V_sexual          0.000                               0.000    0.000
##     R_confli          0.000                               0.000    0.000
## 
## Thresholds:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri4a|t1       -0.069    0.070   -0.994    0.320   -0.069   -0.069
##     Cadri4a|t2        1.035    0.085   12.173    0.000    1.035    1.035
##     Cadri4a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri7a|t1        0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri7a|t2        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri7a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri9a|t1        0.015    0.070    0.221    0.825    0.015    0.015
##     Cadri9a|t2        1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri9a|t3        1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri12a|t1       0.549    0.074    7.465    0.000    0.549    0.549
##     Cadri12a|t2       1.495    0.107   14.000    0.000    1.495    1.495
##     Cadri12a|t3       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri17a|t1       0.844    0.079   10.623    0.000    0.844    0.844
##     Cadri17a|t2       1.654    0.118   14.003    0.000    1.654    1.654
##     Cadri17a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri21a|t1       1.089    0.087   12.530    0.000    1.089    1.089
##     Cadri21a|t2       1.917    0.143   13.374    0.000    1.917    1.917
##     Cadri21a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri23a|t1       1.224    0.092   13.258    0.000    1.224    1.224
##     Cadri23a|t2       2.088    0.166   12.614    0.000    2.088    2.088
##     Cadri23a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri24a|t1       0.445    0.072    6.162    0.000    0.445    0.445
##     Cadri24a|t2       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri24a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri28a|t1       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri28a|t2       1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri28a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri32a|t1       0.622    0.075    8.324    0.000    0.622    0.622
##     Cadri32a|t2       1.569    0.112   14.040    0.000    1.569    1.569
##     Cadri32a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri8a|t1        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri8a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri8a|t3        2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri25a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri25a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri30a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri30a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri30a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri34a|t1       1.328    0.097   13.656    0.000    1.328    1.328
##     Cadri34a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri34a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri5a|t1        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri5a|t2        2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri5a|t3        2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri29a|t1       1.292    0.095   13.534    0.000    1.292    1.292
##     Cadri29a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri31a|t1       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri31a|t2       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri31a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri33a|t1       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri33a|t2       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri33a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri3a|t1        1.472    0.105   13.974    0.000    1.472    1.472
##     Cadri3a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri3a|t3        2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri20a|t1       1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri20a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri20a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri35a|t1       1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri35a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri35a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri2a|t1        1.386    0.100   13.817    0.000    1.386    1.386
##     Cadri2a|t2        1.968    0.149   13.174    0.000    1.968    1.968
##     Cadri2a|t3        2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri13a|t1       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri13a|t2       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri15a|t1       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri15a|t2       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri19a|t1       0.558    0.074    7.573    0.000    0.558    0.558
##     Cadri19a|t2       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri19a|t3       1.789    0.130   13.772    0.000    1.789    1.789
##     Cadri1a|t1       -0.729    0.077   -9.489    0.000   -0.729   -0.729
##     Cadri1a|t2        0.321    0.071    4.520    0.000    0.321    0.321
##     Cadri1a|t3        0.833    0.079   10.522    0.000    0.833    0.833
##     Cadri6a|t1       -0.632    0.075   -8.431    0.000   -0.632   -0.632
##     Cadri6a|t2        0.514    0.073    7.032    0.000    0.514    0.514
##     Cadri6a|t3        1.310    0.096   13.596    0.000    1.310    1.310
##     Cadri10a|t1      -0.889    0.081  -11.024    0.000   -0.889   -0.889
##     Cadri10a|t2       0.313    0.071    4.410    0.000    0.313    0.313
##     Cadri10a|t3       0.996    0.084   11.895    0.000    0.996    0.996
##     Cadri11a|t1      -0.935    0.082  -11.418    0.000   -0.935   -0.935
##     Cadri11a|t2       0.403    0.072    5.616    0.000    0.403    0.403
##     Cadri11a|t3       1.117    0.088   12.701    0.000    1.117    1.117
##     Cadri14a|t1      -0.935    0.082  -11.418    0.000   -0.935   -0.935
##     Cadri14a|t2       0.108    0.070    1.546    0.122    0.108    0.108
##     Cadri14a|t3       0.759    0.077    9.802    0.000    0.759    0.759
##     Cadri16a|t1      -0.549    0.074   -7.465    0.000   -0.549   -0.549
##     Cadri16a|t2       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri16a|t3       1.062    0.086   12.353    0.000    1.062    1.062
##     Cadri18a|t1      -1.035    0.085  -12.173    0.000   -1.035   -1.035
##     Cadri18a|t2      -0.062    0.070   -0.883    0.377   -0.062   -0.062
##     Cadri18a|t3       0.595    0.074    8.003    0.000    0.595    0.595
##     Cadri22a|t1      -0.749    0.077   -9.698    0.000   -0.749   -0.749
##     Cadri22a|t2       0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri22a|t3       0.822    0.079   10.420    0.000    0.822    0.822
##     Cadri26a|t1      -0.699    0.076   -9.174    0.000   -0.699   -0.699
##     Cadri26a|t2       0.420    0.072    5.834    0.000    0.420    0.420
##     Cadri26a|t3       1.009    0.084   11.989    0.000    1.009    1.009
##     Cadri27a|t1      -0.241    0.070   -3.420    0.001   -0.241   -0.241
##     Cadri27a|t2       0.699    0.076    9.174    0.000    0.699    0.699
##     Cadri27a|t3       1.367    0.099   13.767    0.000    1.367    1.367
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri4a           0.637                               0.637    0.637
##    .Cadri7a           0.398                               0.398    0.398
##    .Cadri9a           0.543                               0.543    0.543
##    .Cadri12a          0.489                               0.489    0.489
##    .Cadri17a          0.379                               0.379    0.379
##    .Cadri21a          0.633                               0.633    0.633
##    .Cadri23a          0.726                               0.726    0.726
##    .Cadri24a          0.503                               0.503    0.503
##    .Cadri28a          0.452                               0.452    0.452
##    .Cadri32a          0.538                               0.538    0.538
##    .Cadri8a           0.295                               0.295    0.295
##    .Cadri25a          0.322                               0.322    0.322
##    .Cadri30a          0.275                               0.275    0.275
##    .Cadri34a          0.334                               0.334    0.334
##    .Cadri5a           0.702                               0.702    0.702
##    .Cadri29a          0.626                               0.626    0.626
##    .Cadri31a          0.529                               0.529    0.529
##    .Cadri33a          0.247                               0.247    0.247
##    .Cadri3a           0.627                               0.627    0.627
##    .Cadri20a          0.348                               0.348    0.348
##    .Cadri35a          0.520                               0.520    0.520
##    .Cadri2a           0.604                               0.604    0.604
##    .Cadri13a          0.775                               0.775    0.775
##    .Cadri15a         -0.388                              -0.388   -0.388
##    .Cadri19a          0.429                               0.429    0.429
##    .Cadri1a           0.504                               0.504    0.504
##    .Cadri6a           0.461                               0.461    0.461
##    .Cadri10a          0.429                               0.429    0.429
##    .Cadri11a          0.483                               0.483    0.483
##    .Cadri14a          0.362                               0.362    0.362
##    .Cadri16a          0.326                               0.326    0.326
##    .Cadri18a          0.415                               0.415    0.415
##    .Cadri22a          0.434                               0.434    0.434
##    .Cadri26a          0.394                               0.394    0.394
##    .Cadri27a          0.651                               0.651    0.651
##     V_verbal          0.363    0.057    6.336    0.000    1.000    1.000
##     V_fisica          0.705    0.078    9.050    0.000    1.000    1.000
##     C_amenaz          0.298    0.083    3.576    0.000    1.000    1.000
##     V_relaci          0.373    0.101    3.679    0.000    1.000    1.000
##     V_sexual          0.396    0.116    3.404    0.001    1.000    1.000
##     R_confli          0.496    0.048   10.287    0.000    1.000    1.000
## 
## Scales y*:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri4a           1.000                               1.000    1.000
##     Cadri7a           1.000                               1.000    1.000
##     Cadri9a           1.000                               1.000    1.000
##     Cadri12a          1.000                               1.000    1.000
##     Cadri17a          1.000                               1.000    1.000
##     Cadri21a          1.000                               1.000    1.000
##     Cadri23a          1.000                               1.000    1.000
##     Cadri24a          1.000                               1.000    1.000
##     Cadri28a          1.000                               1.000    1.000
##     Cadri32a          1.000                               1.000    1.000
##     Cadri8a           1.000                               1.000    1.000
##     Cadri25a          1.000                               1.000    1.000
##     Cadri30a          1.000                               1.000    1.000
##     Cadri34a          1.000                               1.000    1.000
##     Cadri5a           1.000                               1.000    1.000
##     Cadri29a          1.000                               1.000    1.000
##     Cadri31a          1.000                               1.000    1.000
##     Cadri33a          1.000                               1.000    1.000
##     Cadri3a           1.000                               1.000    1.000
##     Cadri20a          1.000                               1.000    1.000
##     Cadri35a          1.000                               1.000    1.000
##     Cadri2a           1.000                               1.000    1.000
##     Cadri13a          1.000                               1.000    1.000
##     Cadri15a          1.000                               1.000    1.000
##     Cadri19a          1.000                               1.000    1.000
##     Cadri1a           1.000                               1.000    1.000
##     Cadri6a           1.000                               1.000    1.000
##     Cadri10a          1.000                               1.000    1.000
##     Cadri11a          1.000                               1.000    1.000
##     Cadri14a          1.000                               1.000    1.000
##     Cadri16a          1.000                               1.000    1.000
##     Cadri18a          1.000                               1.000    1.000
##     Cadri22a          1.000                               1.000    1.000
##     Cadri26a          1.000                               1.000    1.000
##     Cadri27a          1.000                               1.000    1.000

2.1.3 Índices de Modificación (fit_b)

## Warning in lav_start_check_cov(lavpartable = lavpartable, start = START): lavaan WARNING: starting values imply a correlation larger than 1;
##                    variables involved are:  V_fisica   C_amenaz
##           lhs  op      rhs       mi    epc sepc.lv sepc.all sepc.nox
## 11   V_fisica  =~  Cadri8a 1240.709 73.231  61.474   61.474   61.474
## 203   Cadri8a ~*~  Cadri8a 1240.709 73.231  73.231    1.000    1.000
## 1031 Cadri16a  ~~ Cadri26a  125.369  0.355   0.355    0.989    0.989
## 726  Cadri32a  ~~ Cadri13a  109.136 -0.383  -0.383   -0.594   -0.594
## 207   Cadri5a ~*~  Cadri5a   89.095 14.051  14.051    1.000    1.000
## 15   C_amenaz  =~  Cadri5a   89.095 14.051   7.673    7.673    7.673
## 322  V_fisica  =~ Cadri22a   83.995  0.386   0.324    0.324    0.324
## 291  V_verbal  =~ Cadri22a   77.000  0.523   0.315    0.315    0.315
## 353  C_amenaz  =~ Cadri22a   73.169  0.515   0.281    0.281    0.281
## 375  V_relaci  =~ Cadri13a   69.786 -1.198  -0.731   -0.731   -0.731
## 292  V_verbal  =~ Cadri26a   62.109 -0.546  -0.329   -0.329   -0.329
## 281  V_verbal  =~ Cadri13a   61.029 -0.834  -0.502   -0.502   -0.502
## 385  V_relaci  =~ Cadri22a   58.092  0.457   0.279    0.279    0.279
## 386  V_relaci  =~ Cadri26a   57.340 -0.522  -0.318   -0.318   -0.318
## 343  C_amenaz  =~ Cadri13a   57.232 -1.231  -0.672   -0.672   -0.672
## 354  C_amenaz  =~ Cadri26a   53.545 -0.509  -0.278   -0.278   -0.278
## 323  V_fisica  =~ Cadri26a   51.371 -0.354  -0.297   -0.297   -0.297
## 321  V_fisica  =~ Cadri18a   50.640 -0.364  -0.306   -0.306   -0.306
## 352  C_amenaz  =~ Cadri18a   49.577 -0.503  -0.274   -0.274   -0.274
## 290  V_verbal  =~ Cadri18a   46.802 -0.482  -0.290   -0.290   -0.290

2.2 Modelo 02

A partir del análisis descriptivo y la observación del modelo 01, se hacen los siguientes cambios:

  • Sin item 15, 13 (V Sexual)
  • Sin item 05 (Conducta amenzante)

2.2.1 Estimador MLR

## Warning in lav_object_post_check(object): lavaan WARNING: covariance matrix of latent variables
##                 is not positive definite;
##                 use lavInspect(fit, "cov.lv") to investigate.
## lavaan 0.6-6 ended normally after 262 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of free parameters                         79
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                                Standard      Robust
##   Test Statistic                               1349.081    1060.264
##   Degrees of freedom                                449         449
##   P-value (Chi-square)                            0.000       0.000
##   Scaling correction factor                                   1.272
##        Yuan-Bentler correction (Mplus variant)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              4244.153    2989.537
##   Degrees of freedom                               496         496
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  1.420
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.760       0.755
##   Tucker-Lewis Index (TLI)                       0.735       0.729
##                                                                   
##   Robust Comparative Fit Index (CFI)                         0.780
##   Robust Tucker-Lewis Index (TLI)                            0.757
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -8086.670   -8086.670
##   Scaling correction factor                                  4.767
##       for the MLR correction                                      
##   Loglikelihood unrestricted model (H1)      -7412.129   -7412.129
##   Scaling correction factor                                  1.795
##       for the MLR correction                                      
##                                                                   
##   Akaike (AIC)                               16331.340   16331.340
##   Bayesian (BIC)                             16630.505   16630.505
##   Sample-size adjusted Bayesian (BIC)        16379.922   16379.922
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.078       0.065
##   90 Percent confidence interval - lower         0.074       0.060
##   90 Percent confidence interval - upper         0.083       0.069
##   P-value RMSEA <= 0.05                          0.000       0.000
##                                                                   
##   Robust RMSEA                                               0.073
##   90 Percent confidence interval - lower                     0.067
##   90 Percent confidence interval - upper                     0.079
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.082       0.082
## 
## Parameter Estimates:
## 
##   Standard errors                             Sandwich
##   Information bread                           Observed
##   Observed information based on                Hessian
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri4a           1.000                               0.371    0.452
##     Cadri7a           1.503    0.250    6.012    0.000    0.558    0.723
##     Cadri9a           1.137    0.174    6.517    0.000    0.422    0.549
##     Cadri12a          1.229    0.257    4.775    0.000    0.456    0.648
##     Cadri17a          1.067    0.213    5.008    0.000    0.396    0.693
##     Cadri21a          0.621    0.188    3.292    0.001    0.230    0.474
##     Cadri23a          0.371    0.094    3.959    0.000    0.138    0.327
##     Cadri24a          0.932    0.196    4.751    0.000    0.346    0.601
##     Cadri28a          1.346    0.228    5.913    0.000    0.500    0.633
##     Cadri32a          1.251    0.233    5.360    0.000    0.464    0.669
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.261    0.700
##     Cadri25a          0.764    0.236    3.234    0.001    0.199    0.558
##     Cadri30a          1.194    0.278    4.291    0.000    0.311    0.730
##     Cadri34a          0.881    0.218    4.045    0.000    0.230    0.631
##   C_amenaz =~                                                           
##     Cadri29a          1.000                               0.112    0.291
##     Cadri31a          0.766    0.731    1.047    0.295    0.086    0.390
##     Cadri33a          1.325    1.173    1.130    0.259    0.149    0.555
##   V_relaci =~                                                           
##     Cadri3a           1.000                               0.127    0.323
##     Cadri20a          1.489    1.020    1.461    0.144    0.188    0.554
##     Cadri35a          1.601    1.273    1.258    0.209    0.203    0.517
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.211    0.467
##     Cadri19a          2.021    1.535    1.317    0.188    0.426    0.549
##   R_confli =~                                                           
##     Cadri1a           1.000                               0.663    0.633
##     Cadri6a           0.888    0.074   12.055    0.000    0.589    0.644
##     Cadri10a          0.965    0.089   10.888    0.000    0.640    0.667
##     Cadri11a          0.909    0.075   12.051    0.000    0.603    0.664
##     Cadri14a          1.171    0.098   11.899    0.000    0.776    0.758
##     Cadri16a          1.097    0.101   10.816    0.000    0.727    0.722
##     Cadri18a          1.153    0.101   11.358    0.000    0.764    0.735
##     Cadri22a          1.012    0.107    9.435    0.000    0.671    0.637
##     Cadri26a          1.033    0.100   10.343    0.000    0.685    0.690
##     Cadri27a          0.735    0.090    8.142    0.000    0.487    0.514
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fisica          0.059    0.021    2.829    0.005    0.611    0.611
##     C_amenaz          0.030    0.021    1.416    0.157    0.724    0.724
##     V_relaci          0.037    0.024    1.509    0.131    0.784    0.784
##     V_sexual          0.035    0.017    2.058    0.040    0.441    0.441
##     R_confli          0.099    0.024    4.188    0.000    0.401    0.401
##   V_fisica ~~                                                           
##     C_amenaz          0.031    0.018    1.733    0.083    1.052    1.052
##     V_relaci          0.010    0.013    0.792    0.428    0.307    0.307
##     V_sexual          0.027    0.011    2.362    0.018    0.491    0.491
##     R_confli          0.025    0.010    2.476    0.013    0.146    0.146
##   C_amenaz ~~                                                           
##     V_relaci          0.011    0.014    0.776    0.438    0.781    0.781
##     V_sexual          0.013    0.016    0.791    0.429    0.538    0.538
##     R_confli          0.014    0.018    0.783    0.433    0.190    0.190
##   V_relaci ~~                                                           
##     V_sexual          0.015    0.019    0.781    0.435    0.549    0.549
##     R_confli          0.017    0.012    1.353    0.176    0.201    0.201
##   V_sexual ~~                                                           
##     R_confli          0.045    0.024    1.890    0.059    0.326    0.326
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri4a           0.536    0.057    9.413    0.000    0.536    0.795
##    .Cadri7a           0.284    0.032    8.765    0.000    0.284    0.477
##    .Cadri9a           0.413    0.049    8.512    0.000    0.413    0.699
##    .Cadri12a          0.287    0.042    6.793    0.000    0.287    0.580
##    .Cadri17a          0.169    0.023    7.350    0.000    0.169    0.519
##    .Cadri21a          0.183    0.034    5.389    0.000    0.183    0.775
##    .Cadri23a          0.159    0.041    3.909    0.000    0.159    0.893
##    .Cadri24a          0.211    0.023    9.083    0.000    0.211    0.638
##    .Cadri28a          0.374    0.042    8.955    0.000    0.374    0.600
##    .Cadri32a          0.266    0.037    7.112    0.000    0.266    0.552
##    .Cadri8a           0.071    0.015    4.739    0.000    0.071    0.510
##    .Cadri25a          0.088    0.020    4.290    0.000    0.088    0.689
##    .Cadri30a          0.085    0.030    2.881    0.004    0.085    0.468
##    .Cadri34a          0.080    0.023    3.468    0.001    0.080    0.602
##    .Cadri29a          0.136    0.026    5.263    0.000    0.136    0.915
##    .Cadri31a          0.041    0.024    1.683    0.092    0.041    0.848
##    .Cadri33a          0.050    0.025    1.974    0.048    0.050    0.692
##    .Cadri3a           0.138    0.043    3.172    0.002    0.138    0.896
##    .Cadri20a          0.080    0.032    2.494    0.013    0.080    0.693
##    .Cadri35a          0.112    0.031    3.636    0.000    0.112    0.733
##    .Cadri2a           0.159    0.040    3.950    0.000    0.159    0.782
##    .Cadri19a          0.420    0.150    2.801    0.005    0.420    0.698
##    .Cadri1a           0.657    0.058   11.294    0.000    0.657    0.599
##    .Cadri6a           0.488    0.048   10.080    0.000    0.488    0.585
##    .Cadri10a          0.511    0.051    9.935    0.000    0.511    0.555
##    .Cadri11a          0.460    0.048    9.562    0.000    0.460    0.559
##    .Cadri14a          0.445    0.050    8.836    0.000    0.445    0.425
##    .Cadri16a          0.487    0.055    8.854    0.000    0.487    0.479
##    .Cadri18a          0.497    0.053    9.392    0.000    0.497    0.460
##    .Cadri22a          0.657    0.068    9.715    0.000    0.657    0.594
##    .Cadri26a          0.517    0.056    9.215    0.000    0.517    0.524
##    .Cadri27a          0.662    0.053   12.476    0.000    0.662    0.736
##     V_verbal          0.138    0.041    3.360    0.001    1.000    1.000
##     V_fisica          0.068    0.032    2.142    0.032    1.000    1.000
##     C_amenaz          0.013    0.011    1.096    0.273    1.000    1.000
##     V_relaci          0.016    0.019    0.858    0.391    1.000    1.000
##     V_sexual          0.044    0.037    1.207    0.228    1.000    1.000
##     R_confli          0.439    0.065    6.797    0.000    1.000    1.000
## Warning in lav_start_check_cov(lavpartable = lavpartable, start = START): lavaan WARNING: starting values imply a correlation larger than 1;
##                    variables involved are:  V_fisica   C_amenaz
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 734 Cadri16a ~~ Cadri26a 81.228  0.291   0.291    0.579    0.579
## 556 Cadri30a ~~  Cadri3a 63.069  0.055   0.055    0.512    0.512
## 607 Cadri31a ~~  Cadri3a 47.289  0.030   0.030    0.401    0.401
## 554 Cadri30a ~~ Cadri31a 39.221  0.025   0.025    0.417    0.417
## 181 V_relaci =~ Cadri33a 28.708 -1.290  -0.163   -0.609   -0.609
## 133 V_fisica =~ Cadri22a 28.057  1.074   0.280    0.266    0.266
## 516  Cadri8a ~~ Cadri33a 27.128  0.021   0.021    0.360    0.360
## 171 V_relaci =~ Cadri23a 25.983  2.131   0.270    0.639    0.639
## 684  Cadri2a ~~ Cadri22a 23.960 -0.097  -0.097   -0.302   -0.302
## 105 V_verbal =~ Cadri22a 23.361  0.726   0.270    0.256    0.256
## 590 Cadri29a ~~ Cadri33a 22.536 -0.026  -0.026   -0.318   -0.318
## 170 V_relaci =~ Cadri21a 22.525  2.161   0.273    0.563    0.563
## 90  V_verbal =~ Cadri29a 21.789  0.443   0.165    0.428    0.428
## 162 C_amenaz =~ Cadri22a 21.635  2.179   0.244    0.232    0.232
## 722 Cadri11a ~~ Cadri16a 19.652 -0.133  -0.133   -0.282   -0.282
## 403 Cadri21a ~~ Cadri20a 19.338  0.032   0.032    0.266    0.266
## 200 V_sexual =~ Cadri23a 18.932  0.807   0.170    0.403    0.403
## 404 Cadri21a ~~ Cadri35a 18.846  0.037   0.037    0.260    0.260
## 429 Cadri23a ~~ Cadri35a 18.352  0.034   0.034    0.253    0.253
## 104 V_verbal =~ Cadri18a 18.335 -0.578  -0.215   -0.207   -0.207

2.2.2 Estimador WLSMV

## Warning in lav_model_vcov(lavmodel = lavmodel, lavsamplestats = lavsamplestats, : lavaan WARNING:
##     The variance-covariance matrix of the estimated parameters (vcov)
##     does not appear to be positive definite! The smallest eigenvalue
##     (= -5.562418e-17) is smaller than zero. This may be a symptom that
##     the model is not identified.
## Warning in lav_object_post_check(object): lavaan WARNING: covariance matrix of latent variables
##                 is not positive definite;
##                 use lavInspect(fit, "cov.lv") to investigate.
## lavaan 0.6-6 ended normally after 67 iterations
## 
##   Estimator                                       DWLS
##   Optimization method                           NLMINB
##   Number of free parameters                        141
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                               Standard      Robust
##   Test Statistic                              1036.245     843.596
##   Degrees of freedom                               449         449
##   P-value (Chi-square)                           0.000       0.000
##   Scaling correction factor                                  1.823
##   Shift parameter                                          275.200
##        simple second-order correction (WLSMV)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                             18715.935    6266.895
##   Degrees of freedom                               496         496
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  3.157
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.968       0.932
##   Tucker-Lewis Index (TLI)                       0.964       0.924
##                                                                   
##   Robust Comparative Fit Index (CFI)                            NA
##   Robust Tucker-Lewis Index (TLI)                               NA
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.063       0.052
##   90 Percent confidence interval - lower         0.058       0.047
##   90 Percent confidence interval - upper         0.069       0.057
##   P-value RMSEA <= 0.05                          0.000       0.266
##                                                                   
##   Robust RMSEA                                                  NA
##   90 Percent confidence interval - lower                        NA
##   90 Percent confidence interval - upper                        NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.119       0.119
## 
## Weighted Root Mean Square Residual:
## 
##   WRMR                                           1.325       1.325
## 
## Parameter Estimates:
## 
##   Standard errors                           Robust.sem
##   Information                                 Expected
##   Information saturated (h1) model        Unstructured
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri4a           1.000                               0.603    0.603
##     Cadri7a           1.288    0.106   12.157    0.000    0.776    0.776
##     Cadri9a           1.123    0.103   10.928    0.000    0.677    0.677
##     Cadri12a          1.178    0.111   10.625    0.000    0.710    0.710
##     Cadri17a          1.305    0.115   11.335    0.000    0.787    0.787
##     Cadri21a          0.998    0.123    8.083    0.000    0.602    0.602
##     Cadri23a          0.859    0.121    7.077    0.000    0.518    0.518
##     Cadri24a          1.164    0.094   12.325    0.000    0.702    0.702
##     Cadri28a          1.203    0.107   11.294    0.000    0.725    0.725
##     Cadri32a          1.178    0.103   11.468    0.000    0.710    0.710
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.832    0.832
##     Cadri25a          0.945    0.080   11.816    0.000    0.787    0.787
##     Cadri30a          1.069    0.091   11.716    0.000    0.889    0.889
##     Cadri34a          0.985    0.082   12.063    0.000    0.819    0.819
##   C_amenaz =~                                                           
##     Cadri29a          1.000                               0.608    0.608
##     Cadri31a          1.141    0.185    6.174    0.000    0.694    0.694
##     Cadri33a          1.428    0.192    7.425    0.000    0.869    0.869
##   V_relaci =~                                                           
##     Cadri3a           1.000                               0.620    0.620
##     Cadri20a          1.291    0.217    5.939    0.000    0.800    0.800
##     Cadri35a          1.117    0.181    6.163    0.000    0.692    0.692
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.596    0.596
##     Cadri19a          1.330    0.289    4.605    0.000    0.793    0.793
##   R_confli =~                                                           
##     Cadri1a           1.000                               0.702    0.702
##     Cadri6a           1.045    0.056   18.606    0.000    0.733    0.733
##     Cadri10a          1.075    0.061   17.532    0.000    0.754    0.754
##     Cadri11a          1.027    0.059   17.295    0.000    0.721    0.721
##     Cadri14a          1.141    0.062   18.269    0.000    0.800    0.800
##     Cadri16a          1.170    0.058   20.166    0.000    0.821    0.821
##     Cadri18a          1.092    0.063   17.295    0.000    0.766    0.766
##     Cadri22a          1.072    0.064   16.684    0.000    0.752    0.752
##     Cadri26a          1.108    0.056   19.879    0.000    0.778    0.778
##     Cadri27a          0.841    0.063   13.294    0.000    0.590    0.590
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fisica          0.371    0.045    8.266    0.000    0.740    0.740
##     C_amenaz          0.328    0.043    7.694    0.000    0.895    0.895
##     V_relaci          0.321    0.057    5.599    0.000    0.859    0.859
##     V_sexual          0.168    0.045    3.782    0.000    0.469    0.469
##     R_confli          0.219    0.029    7.424    0.000    0.518    0.518
##   V_fisica ~~                                                           
##     C_amenaz          0.509    0.065    7.824    0.000    1.004    1.004
##     V_relaci          0.255    0.074    3.442    0.001    0.495    0.495
##     V_sexual          0.267    0.063    4.238    0.000    0.538    0.538
##     R_confli          0.150    0.040    3.759    0.000    0.258    0.258
##   C_amenaz ~~                                                           
##     V_relaci          0.303    0.058    5.229    0.000    0.804    0.804
##     V_sexual          0.275    0.069    4.001    0.000    0.759    0.759
##     R_confli          0.176    0.036    4.912    0.000    0.411    0.411
##   V_relaci ~~                                                           
##     V_sexual          0.223    0.060    3.722    0.000    0.605    0.605
##     R_confli          0.134    0.042    3.159    0.002    0.307    0.307
##   V_sexual ~~                                                           
##     R_confli          0.146    0.043    3.418    0.001    0.350    0.350
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri4a           0.000                               0.000    0.000
##    .Cadri7a           0.000                               0.000    0.000
##    .Cadri9a           0.000                               0.000    0.000
##    .Cadri12a          0.000                               0.000    0.000
##    .Cadri17a          0.000                               0.000    0.000
##    .Cadri21a          0.000                               0.000    0.000
##    .Cadri23a          0.000                               0.000    0.000
##    .Cadri24a          0.000                               0.000    0.000
##    .Cadri28a          0.000                               0.000    0.000
##    .Cadri32a          0.000                               0.000    0.000
##    .Cadri8a           0.000                               0.000    0.000
##    .Cadri25a          0.000                               0.000    0.000
##    .Cadri30a          0.000                               0.000    0.000
##    .Cadri34a          0.000                               0.000    0.000
##    .Cadri29a          0.000                               0.000    0.000
##    .Cadri31a          0.000                               0.000    0.000
##    .Cadri33a          0.000                               0.000    0.000
##    .Cadri3a           0.000                               0.000    0.000
##    .Cadri20a          0.000                               0.000    0.000
##    .Cadri35a          0.000                               0.000    0.000
##    .Cadri2a           0.000                               0.000    0.000
##    .Cadri19a          0.000                               0.000    0.000
##    .Cadri1a           0.000                               0.000    0.000
##    .Cadri6a           0.000                               0.000    0.000
##    .Cadri10a          0.000                               0.000    0.000
##    .Cadri11a          0.000                               0.000    0.000
##    .Cadri14a          0.000                               0.000    0.000
##    .Cadri16a          0.000                               0.000    0.000
##    .Cadri18a          0.000                               0.000    0.000
##    .Cadri22a          0.000                               0.000    0.000
##    .Cadri26a          0.000                               0.000    0.000
##    .Cadri27a          0.000                               0.000    0.000
##     V_verbal          0.000                               0.000    0.000
##     V_fisica          0.000                               0.000    0.000
##     C_amenaz          0.000                               0.000    0.000
##     V_relaci          0.000                               0.000    0.000
##     V_sexual          0.000                               0.000    0.000
##     R_confli          0.000                               0.000    0.000
## 
## Thresholds:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri4a|t1       -0.069    0.070   -0.994    0.320   -0.069   -0.069
##     Cadri4a|t2        1.035    0.085   12.173    0.000    1.035    1.035
##     Cadri4a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri7a|t1        0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri7a|t2        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri7a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri9a|t1        0.015    0.070    0.221    0.825    0.015    0.015
##     Cadri9a|t2        1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri9a|t3        1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri12a|t1       0.549    0.074    7.465    0.000    0.549    0.549
##     Cadri12a|t2       1.495    0.107   14.000    0.000    1.495    1.495
##     Cadri12a|t3       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri17a|t1       0.844    0.079   10.623    0.000    0.844    0.844
##     Cadri17a|t2       1.654    0.118   14.003    0.000    1.654    1.654
##     Cadri17a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri21a|t1       1.089    0.087   12.530    0.000    1.089    1.089
##     Cadri21a|t2       1.917    0.143   13.374    0.000    1.917    1.917
##     Cadri21a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri23a|t1       1.224    0.092   13.258    0.000    1.224    1.224
##     Cadri23a|t2       2.088    0.166   12.614    0.000    2.088    2.088
##     Cadri23a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri24a|t1       0.445    0.072    6.162    0.000    0.445    0.445
##     Cadri24a|t2       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri24a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri28a|t1       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri28a|t2       1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri28a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri32a|t1       0.622    0.075    8.324    0.000    0.622    0.622
##     Cadri32a|t2       1.569    0.112   14.040    0.000    1.569    1.569
##     Cadri32a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri8a|t1        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri8a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri8a|t3        2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri25a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri25a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri30a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri30a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri30a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri34a|t1       1.328    0.097   13.656    0.000    1.328    1.328
##     Cadri34a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri34a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri29a|t1       1.292    0.095   13.534    0.000    1.292    1.292
##     Cadri29a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri31a|t1       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri31a|t2       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri31a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri33a|t1       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri33a|t2       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri33a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri3a|t1        1.472    0.105   13.974    0.000    1.472    1.472
##     Cadri3a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri3a|t3        2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri20a|t1       1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri20a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri20a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri35a|t1       1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri35a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri35a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri2a|t1        1.386    0.100   13.817    0.000    1.386    1.386
##     Cadri2a|t2        1.968    0.149   13.174    0.000    1.968    1.968
##     Cadri2a|t3        2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri19a|t1       0.558    0.074    7.573    0.000    0.558    0.558
##     Cadri19a|t2       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri19a|t3       1.789    0.130   13.772    0.000    1.789    1.789
##     Cadri1a|t1       -0.729    0.077   -9.489    0.000   -0.729   -0.729
##     Cadri1a|t2        0.321    0.071    4.520    0.000    0.321    0.321
##     Cadri1a|t3        0.833    0.079   10.522    0.000    0.833    0.833
##     Cadri6a|t1       -0.632    0.075   -8.431    0.000   -0.632   -0.632
##     Cadri6a|t2        0.514    0.073    7.032    0.000    0.514    0.514
##     Cadri6a|t3        1.310    0.096   13.596    0.000    1.310    1.310
##     Cadri10a|t1      -0.889    0.081  -11.024    0.000   -0.889   -0.889
##     Cadri10a|t2       0.313    0.071    4.410    0.000    0.313    0.313
##     Cadri10a|t3       0.996    0.084   11.895    0.000    0.996    0.996
##     Cadri11a|t1      -0.935    0.082  -11.418    0.000   -0.935   -0.935
##     Cadri11a|t2       0.403    0.072    5.616    0.000    0.403    0.403
##     Cadri11a|t3       1.117    0.088   12.701    0.000    1.117    1.117
##     Cadri14a|t1      -0.935    0.082  -11.418    0.000   -0.935   -0.935
##     Cadri14a|t2       0.108    0.070    1.546    0.122    0.108    0.108
##     Cadri14a|t3       0.759    0.077    9.802    0.000    0.759    0.759
##     Cadri16a|t1      -0.549    0.074   -7.465    0.000   -0.549   -0.549
##     Cadri16a|t2       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri16a|t3       1.062    0.086   12.353    0.000    1.062    1.062
##     Cadri18a|t1      -1.035    0.085  -12.173    0.000   -1.035   -1.035
##     Cadri18a|t2      -0.062    0.070   -0.883    0.377   -0.062   -0.062
##     Cadri18a|t3       0.595    0.074    8.003    0.000    0.595    0.595
##     Cadri22a|t1      -0.749    0.077   -9.698    0.000   -0.749   -0.749
##     Cadri22a|t2       0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri22a|t3       0.822    0.079   10.420    0.000    0.822    0.822
##     Cadri26a|t1      -0.699    0.076   -9.174    0.000   -0.699   -0.699
##     Cadri26a|t2       0.420    0.072    5.834    0.000    0.420    0.420
##     Cadri26a|t3       1.009    0.084   11.989    0.000    1.009    1.009
##     Cadri27a|t1      -0.241    0.070   -3.420    0.001   -0.241   -0.241
##     Cadri27a|t2       0.699    0.076    9.174    0.000    0.699    0.699
##     Cadri27a|t3       1.367    0.099   13.767    0.000    1.367    1.367
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri4a           0.636                               0.636    0.636
##    .Cadri7a           0.397                               0.397    0.397
##    .Cadri9a           0.542                               0.542    0.542
##    .Cadri12a          0.495                               0.495    0.495
##    .Cadri17a          0.381                               0.381    0.381
##    .Cadri21a          0.638                               0.638    0.638
##    .Cadri23a          0.732                               0.732    0.732
##    .Cadri24a          0.507                               0.507    0.507
##    .Cadri28a          0.474                               0.474    0.474
##    .Cadri32a          0.496                               0.496    0.496
##    .Cadri8a           0.308                               0.308    0.308
##    .Cadri25a          0.381                               0.381    0.381
##    .Cadri30a          0.209                               0.209    0.209
##    .Cadri34a          0.329                               0.329    0.329
##    .Cadri29a          0.630                               0.630    0.630
##    .Cadri31a          0.518                               0.518    0.518
##    .Cadri33a          0.245                               0.245    0.245
##    .Cadri3a           0.616                               0.616    0.616
##    .Cadri20a          0.360                               0.360    0.360
##    .Cadri35a          0.521                               0.521    0.521
##    .Cadri2a           0.645                               0.645    0.645
##    .Cadri19a          0.372                               0.372    0.372
##    .Cadri1a           0.508                               0.508    0.508
##    .Cadri6a           0.462                               0.462    0.462
##    .Cadri10a          0.431                               0.431    0.431
##    .Cadri11a          0.481                               0.481    0.481
##    .Cadri14a          0.360                               0.360    0.360
##    .Cadri16a          0.326                               0.326    0.326
##    .Cadri18a          0.413                               0.413    0.413
##    .Cadri22a          0.434                               0.434    0.434
##    .Cadri26a          0.395                               0.395    0.395
##    .Cadri27a          0.652                               0.652    0.652
##     V_verbal          0.364    0.057    6.343    0.000    1.000    1.000
##     V_fisica          0.692    0.076    9.063    0.000    1.000    1.000
##     C_amenaz          0.370    0.073    5.062    0.000    1.000    1.000
##     V_relaci          0.384    0.102    3.772    0.000    1.000    1.000
##     V_sexual          0.355    0.106    3.345    0.001    1.000    1.000
##     R_confli          0.492    0.048   10.228    0.000    1.000    1.000
## 
## Scales y*:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri4a           1.000                               1.000    1.000
##     Cadri7a           1.000                               1.000    1.000
##     Cadri9a           1.000                               1.000    1.000
##     Cadri12a          1.000                               1.000    1.000
##     Cadri17a          1.000                               1.000    1.000
##     Cadri21a          1.000                               1.000    1.000
##     Cadri23a          1.000                               1.000    1.000
##     Cadri24a          1.000                               1.000    1.000
##     Cadri28a          1.000                               1.000    1.000
##     Cadri32a          1.000                               1.000    1.000
##     Cadri8a           1.000                               1.000    1.000
##     Cadri25a          1.000                               1.000    1.000
##     Cadri30a          1.000                               1.000    1.000
##     Cadri34a          1.000                               1.000    1.000
##     Cadri29a          1.000                               1.000    1.000
##     Cadri31a          1.000                               1.000    1.000
##     Cadri33a          1.000                               1.000    1.000
##     Cadri3a           1.000                               1.000    1.000
##     Cadri20a          1.000                               1.000    1.000
##     Cadri35a          1.000                               1.000    1.000
##     Cadri2a           1.000                               1.000    1.000
##     Cadri19a          1.000                               1.000    1.000
##     Cadri1a           1.000                               1.000    1.000
##     Cadri6a           1.000                               1.000    1.000
##     Cadri10a          1.000                               1.000    1.000
##     Cadri11a          1.000                               1.000    1.000
##     Cadri14a          1.000                               1.000    1.000
##     Cadri16a          1.000                               1.000    1.000
##     Cadri18a          1.000                               1.000    1.000
##     Cadri22a          1.000                               1.000    1.000
##     Cadri26a          1.000                               1.000    1.000
##     Cadri27a          1.000                               1.000    1.000

2.3 Modelo 03

Se mantienen los cambios del Modelo 02: - Sin item 15, 13 (V Sexual) - Sin item 05 (Conducta amenzante)

Se adiciona el siguiente cambio: - No considerar al factor Resolución de conflictos como parte del modelo factorial

2.3.1 Estimador MLR

## Warning in lav_object_post_check(object): lavaan WARNING: covariance matrix of latent variables
##                 is not positive definite;
##                 use lavInspect(fit, "cov.lv") to investigate.
## lavaan 0.6-6 ended normally after 261 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of free parameters                         54
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                                Standard      Robust
##   Test Statistic                                719.059     456.499
##   Degrees of freedom                                199         199
##   P-value (Chi-square)                            0.000       0.000
##   Scaling correction factor                                   1.575
##        Yuan-Bentler correction (Mplus variant)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              2322.424    1250.743
##   Degrees of freedom                               231         231
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  1.857
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.751       0.747
##   Tucker-Lewis Index (TLI)                       0.711       0.707
##                                                                   
##   Robust Comparative Fit Index (CFI)                         0.786
##   Robust Tucker-Lewis Index (TLI)                            0.751
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -4146.842   -4146.842
##   Scaling correction factor                                  6.547
##       for the MLR correction                                      
##   Loglikelihood unrestricted model (H1)      -3787.312   -3787.312
##   Scaling correction factor                                  2.636
##       for the MLR correction                                      
##                                                                   
##   Akaike (AIC)                                8401.684    8401.684
##   Bayesian (BIC)                              8606.177    8606.177
##   Sample-size adjusted Bayesian (BIC)         8434.892    8434.892
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.090       0.063
##   90 Percent confidence interval - lower         0.083       0.057
##   90 Percent confidence interval - upper         0.097       0.069
##   P-value RMSEA <= 0.05                          0.000       0.000
##                                                                   
##   Robust RMSEA                                               0.079
##   90 Percent confidence interval - lower                     0.070
##   90 Percent confidence interval - upper                     0.089
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.078       0.078
## 
## Parameter Estimates:
## 
##   Standard errors                             Sandwich
##   Information bread                           Observed
##   Observed information based on                Hessian
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri4a           1.000                               0.358    0.436
##     Cadri7a           1.545    0.263    5.875    0.000    0.553    0.716
##     Cadri9a           1.159    0.184    6.288    0.000    0.415    0.540
##     Cadri12a          1.294    0.271    4.772    0.000    0.463    0.658
##     Cadri17a          1.120    0.226    4.959    0.000    0.401    0.702
##     Cadri21a          0.658    0.197    3.336    0.001    0.235    0.484
##     Cadri23a          0.389    0.098    3.981    0.000    0.139    0.330
##     Cadri24a          0.950    0.207    4.589    0.000    0.340    0.591
##     Cadri28a          1.383    0.240    5.767    0.000    0.495    0.627
##     Cadri32a          1.320    0.243    5.427    0.000    0.472    0.681
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.260    0.697
##     Cadri25a          0.767    0.236    3.247    0.001    0.199    0.557
##     Cadri30a          1.203    0.282    4.264    0.000    0.312    0.732
##     Cadri34a          0.888    0.220    4.029    0.000    0.231    0.633
##   C_amenaz =~                                                           
##     Cadri29a          1.000                               0.112    0.292
##     Cadri31a          0.766    0.720    1.065    0.287    0.086    0.391
##     Cadri33a          1.323    1.123    1.177    0.239    0.148    0.554
##   V_relaci =~                                                           
##     Cadri3a           1.000                               0.127    0.324
##     Cadri20a          1.472    1.017    1.448    0.148    0.187    0.550
##     Cadri35a          1.602    1.292    1.240    0.215    0.203    0.519
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.213    0.471
##     Cadri19a          1.984    1.826    1.086    0.277    0.422    0.544
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fisica          0.057    0.020    2.791    0.005    0.611    0.611
##     C_amenaz          0.029    0.020    1.488    0.137    0.724    0.724
##     V_relaci          0.036    0.024    1.484    0.138    0.784    0.784
##     V_sexual          0.033    0.018    1.878    0.060    0.440    0.440
##   V_fisica ~~                                                           
##     C_amenaz          0.031    0.017    1.803    0.071    1.052    1.052
##     V_relaci          0.010    0.013    0.786    0.432    0.309    0.309
##     V_sexual          0.027    0.012    2.270    0.023    0.491    0.491
##   C_amenaz ~~                                                           
##     V_relaci          0.011    0.014    0.789    0.430    0.784    0.784
##     V_sexual          0.013    0.016    0.796    0.426    0.538    0.538
##   V_relaci ~~                                                           
##     V_sexual          0.015    0.021    0.721    0.471    0.556    0.556
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri4a           0.546    0.057    9.580    0.000    0.546    0.810
##    .Cadri7a           0.290    0.033    8.815    0.000    0.290    0.487
##    .Cadri9a           0.419    0.049    8.547    0.000    0.419    0.709
##    .Cadri12a          0.281    0.042    6.625    0.000    0.281    0.567
##    .Cadri17a          0.166    0.023    7.135    0.000    0.166    0.507
##    .Cadri21a          0.181    0.034    5.342    0.000    0.181    0.765
##    .Cadri23a          0.159    0.041    3.891    0.000    0.159    0.891
##    .Cadri24a          0.215    0.024    9.134    0.000    0.215    0.651
##    .Cadri28a          0.379    0.043    8.838    0.000    0.379    0.607
##    .Cadri32a          0.258    0.037    6.893    0.000    0.258    0.537
##    .Cadri8a           0.071    0.015    4.726    0.000    0.071    0.515
##    .Cadri25a          0.088    0.020    4.319    0.000    0.088    0.689
##    .Cadri30a          0.085    0.029    2.881    0.004    0.085    0.464
##    .Cadri34a          0.079    0.023    3.476    0.001    0.079    0.599
##    .Cadri29a          0.136    0.026    5.244    0.000    0.136    0.915
##    .Cadri31a          0.041    0.024    1.691    0.091    0.041    0.847
##    .Cadri33a          0.050    0.025    1.989    0.047    0.050    0.693
##    .Cadri3a           0.137    0.043    3.163    0.002    0.137    0.895
##    .Cadri20a          0.081    0.032    2.492    0.013    0.081    0.697
##    .Cadri35a          0.112    0.031    3.628    0.000    0.112    0.730
##    .Cadri2a           0.158    0.045    3.517    0.000    0.158    0.778
##    .Cadri19a          0.423    0.174    2.427    0.015    0.423    0.704
##     V_verbal          0.128    0.040    3.210    0.001    1.000    1.000
##     V_fisica          0.067    0.032    2.136    0.033    1.000    1.000
##     C_amenaz          0.013    0.011    1.153    0.249    1.000    1.000
##     V_relaci          0.016    0.019    0.849    0.396    1.000    1.000
##     V_sexual          0.045    0.044    1.037    0.300    1.000    1.000
## Warning in lav_start_check_cov(lavpartable = lavpartable, start = START): lavaan WARNING: starting values imply a correlation larger than 1;
##                    variables involved are:  V_fisica   C_amenaz
##          lhs op      rhs      mi     epc sepc.lv sepc.all sepc.nox
## 108 C_amenaz =~ Cadri19a 104.908 119.548  13.420   17.313   17.313
## 338 Cadri30a ~~  Cadri3a  62.845   0.055   0.055    0.512    0.512
## 359 Cadri31a ~~  Cadri3a  47.139   0.030   0.030    0.401    0.401
## 336 Cadri30a ~~ Cadri31a  39.024   0.025   0.025    0.417    0.417
## 107 C_amenaz =~  Cadri2a  31.334 -13.555  -1.522   -3.373   -3.373
## 125 V_relaci =~ Cadri33a  30.436  -1.328  -0.169   -0.629   -0.629
## 318  Cadri8a ~~ Cadri33a  27.702   0.022   0.022    0.363    0.363
## 115 V_relaci =~ Cadri23a  25.949   2.221   0.282    0.668    0.668
## 112 V_relaci =~ Cadri12a  23.381  -2.980  -0.378   -0.538   -0.538
## 352 Cadri29a ~~ Cadri33a  22.623  -0.026  -0.026   -0.319   -0.319
## 134 V_sexual =~ Cadri23a  21.525   0.866   0.184    0.436    0.436
## 255 Cadri21a ~~ Cadri20a  20.346   0.033   0.033    0.273    0.273
## 256 Cadri21a ~~ Cadri35a  20.262   0.038   0.038    0.270    0.270
## 64  V_verbal =~ Cadri29a  19.976   0.443   0.159    0.412    0.412
## 271 Cadri23a ~~ Cadri35a  18.853   0.034   0.034    0.256    0.256
## 114 V_relaci =~ Cadri21a  17.628   1.987   0.252    0.519    0.519
## 123 V_relaci =~ Cadri29a  15.500   1.024   0.130    0.338    0.338
## 85  V_fisica =~  Cadri3a  15.126   0.420   0.109    0.278    0.278
## 84  V_fisica =~ Cadri33a  14.554   0.470   0.122    0.456    0.456
## 88  V_fisica =~  Cadri2a  14.066  -0.892  -0.231   -0.513   -0.513

2.3.2 Estimador WLSMV

## Warning in lav_model_vcov(lavmodel = lavmodel, lavsamplestats = lavsamplestats, : lavaan WARNING:
##     The variance-covariance matrix of the estimated parameters (vcov)
##     does not appear to be positive definite! The smallest eigenvalue
##     (= -6.588562e-17) is smaller than zero. This may be a symptom that
##     the model is not identified.
## Warning in lav_object_post_check(object): lavaan WARNING: covariance matrix of latent variables
##                 is not positive definite;
##                 use lavInspect(fit, "cov.lv") to investigate.
## lavaan 0.6-6 ended normally after 55 iterations
## 
##   Estimator                                       DWLS
##   Optimization method                           NLMINB
##   Number of free parameters                         96
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                               Standard      Robust
##   Test Statistic                               295.580     321.481
##   Degrees of freedom                               199         199
##   P-value (Chi-square)                           0.000       0.000
##   Scaling correction factor                                  1.346
##   Shift parameter                                          101.852
##        simple second-order correction (WLSMV)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              7432.070    2947.528
##   Degrees of freedom                               231         231
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  2.651
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.987       0.955
##   Tucker-Lewis Index (TLI)                       0.984       0.948
##                                                                   
##   Robust Comparative Fit Index (CFI)                            NA
##   Robust Tucker-Lewis Index (TLI)                               NA
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.039       0.044
##   90 Percent confidence interval - lower         0.029       0.035
##   90 Percent confidence interval - upper         0.048       0.052
##   P-value RMSEA <= 0.05                          0.983       0.890
##                                                                   
##   Robust RMSEA                                                  NA
##   90 Percent confidence interval - lower                        NA
##   90 Percent confidence interval - upper                        NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.105       0.105
## 
## Weighted Root Mean Square Residual:
## 
##   WRMR                                           1.001       1.001
## 
## Parameter Estimates:
## 
##   Standard errors                           Robust.sem
##   Information                                 Expected
##   Information saturated (h1) model        Unstructured
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri4a           1.000                               0.534    0.534
##     Cadri7a           1.410    0.131   10.752    0.000    0.754    0.754
##     Cadri9a           1.225    0.126    9.701    0.000    0.655    0.655
##     Cadri12a          1.386    0.145    9.547    0.000    0.741    0.741
##     Cadri17a          1.541    0.156    9.866    0.000    0.824    0.824
##     Cadri21a          1.250    0.152    8.231    0.000    0.668    0.668
##     Cadri23a          1.038    0.139    7.493    0.000    0.555    0.555
##     Cadri24a          1.247    0.119   10.485    0.000    0.667    0.667
##     Cadri28a          1.319    0.133    9.893    0.000    0.705    0.705
##     Cadri32a          1.389    0.136   10.216    0.000    0.743    0.743
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.838    0.838
##     Cadri25a          0.938    0.076   12.332    0.000    0.786    0.786
##     Cadri30a          1.054    0.087   12.127    0.000    0.884    0.884
##     Cadri34a          0.977    0.077   12.686    0.000    0.819    0.819
##   C_amenaz =~                                                           
##     Cadri29a          1.000                               0.574    0.574
##     Cadri31a          1.235    0.197    6.271    0.000    0.709    0.709
##     Cadri33a          1.553    0.220    7.054    0.000    0.892    0.892
##   V_relaci =~                                                           
##     Cadri3a           1.000                               0.618    0.618
##     Cadri20a          1.309    0.211    6.201    0.000    0.809    0.809
##     Cadri35a          1.108    0.166    6.678    0.000    0.685    0.685
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.600    0.600
##     Cadri19a          1.313    0.287    4.577    0.000    0.787    0.787
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fisica          0.332    0.043    7.658    0.000    0.741    0.741
##     C_amenaz          0.272    0.039    6.880    0.000    0.885    0.885
##     V_relaci          0.284    0.055    5.174    0.000    0.860    0.860
##     V_sexual          0.152    0.040    3.828    0.000    0.475    0.475
##   V_fisica ~~                                                           
##     C_amenaz          0.477    0.061    7.804    0.000    0.991    0.991
##     V_relaci          0.257    0.075    3.430    0.001    0.495    0.495
##     V_sexual          0.271    0.062    4.402    0.000    0.540    0.540
##   C_amenaz ~~                                                           
##     V_relaci          0.282    0.055    5.164    0.000    0.796    0.796
##     V_sexual          0.259    0.066    3.930    0.000    0.753    0.753
##   V_relaci ~~                                                           
##     V_sexual          0.225    0.059    3.813    0.000    0.608    0.608
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri4a           0.000                               0.000    0.000
##    .Cadri7a           0.000                               0.000    0.000
##    .Cadri9a           0.000                               0.000    0.000
##    .Cadri12a          0.000                               0.000    0.000
##    .Cadri17a          0.000                               0.000    0.000
##    .Cadri21a          0.000                               0.000    0.000
##    .Cadri23a          0.000                               0.000    0.000
##    .Cadri24a          0.000                               0.000    0.000
##    .Cadri28a          0.000                               0.000    0.000
##    .Cadri32a          0.000                               0.000    0.000
##    .Cadri8a           0.000                               0.000    0.000
##    .Cadri25a          0.000                               0.000    0.000
##    .Cadri30a          0.000                               0.000    0.000
##    .Cadri34a          0.000                               0.000    0.000
##    .Cadri29a          0.000                               0.000    0.000
##    .Cadri31a          0.000                               0.000    0.000
##    .Cadri33a          0.000                               0.000    0.000
##    .Cadri3a           0.000                               0.000    0.000
##    .Cadri20a          0.000                               0.000    0.000
##    .Cadri35a          0.000                               0.000    0.000
##    .Cadri2a           0.000                               0.000    0.000
##    .Cadri19a          0.000                               0.000    0.000
##     V_verbal          0.000                               0.000    0.000
##     V_fisica          0.000                               0.000    0.000
##     C_amenaz          0.000                               0.000    0.000
##     V_relaci          0.000                               0.000    0.000
##     V_sexual          0.000                               0.000    0.000
## 
## Thresholds:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri4a|t1       -0.069    0.070   -0.994    0.320   -0.069   -0.069
##     Cadri4a|t2        1.035    0.085   12.173    0.000    1.035    1.035
##     Cadri4a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri7a|t1        0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri7a|t2        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri7a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri9a|t1        0.015    0.070    0.221    0.825    0.015    0.015
##     Cadri9a|t2        1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri9a|t3        1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri12a|t1       0.549    0.074    7.465    0.000    0.549    0.549
##     Cadri12a|t2       1.495    0.107   14.000    0.000    1.495    1.495
##     Cadri12a|t3       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri17a|t1       0.844    0.079   10.623    0.000    0.844    0.844
##     Cadri17a|t2       1.654    0.118   14.003    0.000    1.654    1.654
##     Cadri17a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri21a|t1       1.089    0.087   12.530    0.000    1.089    1.089
##     Cadri21a|t2       1.917    0.143   13.374    0.000    1.917    1.917
##     Cadri21a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri23a|t1       1.224    0.092   13.258    0.000    1.224    1.224
##     Cadri23a|t2       2.088    0.166   12.614    0.000    2.088    2.088
##     Cadri23a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri24a|t1       0.445    0.072    6.162    0.000    0.445    0.445
##     Cadri24a|t2       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri24a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri28a|t1       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri28a|t2       1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri28a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri32a|t1       0.622    0.075    8.324    0.000    0.622    0.622
##     Cadri32a|t2       1.569    0.112   14.040    0.000    1.569    1.569
##     Cadri32a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri8a|t1        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri8a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri8a|t3        2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri25a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri25a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri30a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri30a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri30a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri34a|t1       1.328    0.097   13.656    0.000    1.328    1.328
##     Cadri34a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri34a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri29a|t1       1.292    0.095   13.534    0.000    1.292    1.292
##     Cadri29a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri31a|t1       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri31a|t2       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri31a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri33a|t1       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri33a|t2       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri33a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri3a|t1        1.472    0.105   13.974    0.000    1.472    1.472
##     Cadri3a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri3a|t3        2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri20a|t1       1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri20a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri20a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri35a|t1       1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri35a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri35a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri2a|t1        1.386    0.100   13.817    0.000    1.386    1.386
##     Cadri2a|t2        1.968    0.149   13.174    0.000    1.968    1.968
##     Cadri2a|t3        2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri19a|t1       0.558    0.074    7.573    0.000    0.558    0.558
##     Cadri19a|t2       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri19a|t3       1.789    0.130   13.772    0.000    1.789    1.789
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri4a           0.714                               0.714    0.714
##    .Cadri7a           0.432                               0.432    0.432
##    .Cadri9a           0.572                               0.572    0.572
##    .Cadri12a          0.451                               0.451    0.451
##    .Cadri17a          0.321                               0.321    0.321
##    .Cadri21a          0.554                               0.554    0.554
##    .Cadri23a          0.692                               0.692    0.692
##    .Cadri24a          0.556                               0.556    0.556
##    .Cadri28a          0.503                               0.503    0.503
##    .Cadri32a          0.449                               0.449    0.449
##    .Cadri8a           0.297                               0.297    0.297
##    .Cadri25a          0.382                               0.382    0.382
##    .Cadri30a          0.219                               0.219    0.219
##    .Cadri34a          0.329                               0.329    0.329
##    .Cadri29a          0.670                               0.670    0.670
##    .Cadri31a          0.497                               0.497    0.497
##    .Cadri33a          0.205                               0.205    0.205
##    .Cadri3a           0.618                               0.618    0.618
##    .Cadri20a          0.346                               0.346    0.346
##    .Cadri35a          0.531                               0.531    0.531
##    .Cadri2a           0.640                               0.640    0.640
##    .Cadri19a          0.380                               0.380    0.380
##     V_verbal          0.286    0.054    5.324    0.000    1.000    1.000
##     V_fisica          0.703    0.074    9.472    0.000    1.000    1.000
##     C_amenaz          0.330    0.070    4.724    0.000    1.000    1.000
##     V_relaci          0.382    0.097    3.921    0.000    1.000    1.000
##     V_sexual          0.360    0.104    3.465    0.001    1.000    1.000
## 
## Scales y*:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri4a           1.000                               1.000    1.000
##     Cadri7a           1.000                               1.000    1.000
##     Cadri9a           1.000                               1.000    1.000
##     Cadri12a          1.000                               1.000    1.000
##     Cadri17a          1.000                               1.000    1.000
##     Cadri21a          1.000                               1.000    1.000
##     Cadri23a          1.000                               1.000    1.000
##     Cadri24a          1.000                               1.000    1.000
##     Cadri28a          1.000                               1.000    1.000
##     Cadri32a          1.000                               1.000    1.000
##     Cadri8a           1.000                               1.000    1.000
##     Cadri25a          1.000                               1.000    1.000
##     Cadri30a          1.000                               1.000    1.000
##     Cadri34a          1.000                               1.000    1.000
##     Cadri29a          1.000                               1.000    1.000
##     Cadri31a          1.000                               1.000    1.000
##     Cadri33a          1.000                               1.000    1.000
##     Cadri3a           1.000                               1.000    1.000
##     Cadri20a          1.000                               1.000    1.000
##     Cadri35a          1.000                               1.000    1.000
##     Cadri2a           1.000                               1.000    1.000
##     Cadri19a          1.000                               1.000    1.000

2.3.4 Notas de análisis

Análisis del modelo 02 y 03

  • Cargas factoriales menores a 0.45:
    • Violencia verbal
      • Item 04
      • Item 23
    • Conducta amenzante
      • Item 05
      • Item 29
      • Item 33
  • Violencia relacional
    • Item 03 (aparece un sinsentido en los índices de modificación)
  • Conducta amenzante (Correlación mayor a 1): Violencia verbal, física y amenzante

  • Análisis de Índices de modificación:
    • Resolución de conflictos: Correlación: Item 16 y 26
    • Correlación interfactores: Item 8 (violencia física) y 33 (Conducta amenazante de violencia física)
    • Item 23 no guarda relación con constructo. además está observada por baja carga factorial.

2.4 Modelo 04

Se mantienen los cambios del Modelo 02 y 03: - Sin item 15, 13 (V Sexual) - Sin item 05 (Conducta amenzante) - No considerar al factor Resolución de conflictos como parte del modelo factorial

Se adiciona el siguiente cambio: - Sin item 04 y 23 (V. Verbal) - Sin item 03 (V. relacional)

2.4.1 Estimador MLR

## Warning in lav_object_post_check(object): lavaan WARNING: covariance matrix of latent variables
##                 is not positive definite;
##                 use lavInspect(fit, "cov.lv") to investigate.
## lavaan 0.6-6 ended normally after 191 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of free parameters                         48
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                                Standard      Robust
##   Test Statistic                                445.926     268.488
##   Degrees of freedom                                142         142
##   P-value (Chi-square)                            0.000       0.000
##   Scaling correction factor                                   1.661
##        Yuan-Bentler correction (Mplus variant)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              1937.884     987.012
##   Degrees of freedom                               171         171
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  1.963
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.828       0.845
##   Tucker-Lewis Index (TLI)                       0.793       0.813
##                                                                   
##   Robust Comparative Fit Index (CFI)                         0.869
##   Robust Tucker-Lewis Index (TLI)                            0.842
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -3465.899   -3465.899
##   Scaling correction factor                                  6.492
##       for the MLR correction                                      
##   Loglikelihood unrestricted model (H1)      -3242.936   -3242.936
##   Scaling correction factor                                  2.881
##       for the MLR correction                                      
##                                                                   
##   Akaike (AIC)                                7027.798    7027.798
##   Bayesian (BIC)                              7209.570    7209.570
##   Sample-size adjusted Bayesian (BIC)         7057.317    7057.317
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.081       0.052
##   90 Percent confidence interval - lower         0.073       0.045
##   90 Percent confidence interval - upper         0.090       0.060
##   P-value RMSEA <= 0.05                          0.000       0.300
##                                                                   
##   Robust RMSEA                                               0.067
##   90 Percent confidence interval - lower                     0.055
##   90 Percent confidence interval - upper                     0.080
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.069       0.069
## 
## Parameter Estimates:
## 
##   Standard errors                             Sandwich
##   Information bread                           Observed
##   Observed information based on                Hessian
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.540    0.699
##     Cadri9a           0.755    0.103    7.346    0.000    0.407    0.530
##     Cadri12a          0.889    0.097    9.115    0.000    0.480    0.681
##     Cadri17a          0.756    0.084    9.026    0.000    0.408    0.715
##     Cadri21a          0.440    0.110    4.014    0.000    0.238    0.489
##     Cadri24a          0.636    0.099    6.427    0.000    0.343    0.597
##     Cadri28a          0.911    0.098    9.266    0.000    0.491    0.622
##     Cadri32a          0.869    0.091    9.525    0.000    0.469    0.676
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.257    0.690
##     Cadri25a          0.760    0.231    3.283    0.001    0.195    0.547
##     Cadri30a          1.236    0.299    4.130    0.000    0.318    0.745
##     Cadri34a          0.894    0.226    3.951    0.000    0.230    0.631
##   C_amenaz =~                                                           
##     Cadri29a          1.000                               0.109    0.283
##     Cadri31a          0.747    0.764    0.977    0.329    0.081    0.370
##     Cadri33a          1.407    1.247    1.128    0.259    0.154    0.573
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.196    0.575
##     Cadri35a          1.098    0.410    2.680    0.007    0.215    0.548
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.201    0.446
##     Cadri19a          2.218    2.076    1.069    0.285    0.446    0.576
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fisica          0.086    0.032    2.696    0.007    0.620    0.620
##     C_amenaz          0.042    0.034    1.245    0.213    0.720    0.720
##     V_relaci          0.077    0.036    2.140    0.032    0.727    0.727
##     V_sexual          0.046    0.028    1.636    0.102    0.421    0.421
##   V_fisica ~~                                                           
##     C_amenaz          0.030    0.018    1.604    0.109    1.055    1.055
##     V_relaci          0.011    0.009    1.126    0.260    0.210    0.210
##     V_sexual          0.026    0.013    2.016    0.044    0.494    0.494
##   C_amenaz ~~                                                           
##     V_relaci          0.013    0.010    1.309    0.191    0.626    0.626
##     V_sexual          0.011    0.015    0.769    0.442    0.514    0.514
##   V_relaci ~~                                                           
##     V_sexual          0.017    0.021    0.783    0.434    0.422    0.422
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.305    0.036    8.460    0.000    0.305    0.511
##    .Cadri9a           0.425    0.049    8.604    0.000    0.425    0.719
##    .Cadri12a          0.266    0.042    6.395    0.000    0.266    0.536
##    .Cadri17a          0.160    0.023    6.804    0.000    0.160    0.489
##    .Cadri21a          0.180    0.034    5.260    0.000    0.180    0.761
##    .Cadri24a          0.213    0.024    8.882    0.000    0.213    0.644
##    .Cadri28a          0.382    0.044    8.705    0.000    0.382    0.613
##    .Cadri32a          0.262    0.039    6.789    0.000    0.262    0.543
##    .Cadri8a           0.073    0.015    4.694    0.000    0.073    0.524
##    .Cadri25a          0.089    0.020    4.409    0.000    0.089    0.701
##    .Cadri30a          0.081    0.028    2.923    0.003    0.081    0.445
##    .Cadri34a          0.080    0.023    3.542    0.000    0.080    0.602
##    .Cadri29a          0.136    0.026    5.215    0.000    0.136    0.920
##    .Cadri31a          0.042    0.026    1.618    0.106    0.042    0.863
##    .Cadri33a          0.048    0.026    1.865    0.062    0.048    0.671
##    .Cadri20a          0.077    0.030    2.580    0.010    0.077    0.669
##    .Cadri35a          0.107    0.030    3.629    0.000    0.107    0.700
##    .Cadri2a           0.163    0.045    3.590    0.000    0.163    0.801
##    .Cadri19a          0.402    0.197    2.035    0.042    0.402    0.669
##     V_verbal          0.291    0.059    4.960    0.000    1.000    1.000
##     V_fisica          0.066    0.031    2.101    0.036    1.000    1.000
##     C_amenaz          0.012    0.011    1.080    0.280    1.000    1.000
##     V_relaci          0.038    0.025    1.501    0.133    1.000    1.000
##     V_sexual          0.040    0.039    1.034    0.301    1.000    1.000
## Warning in lav_start_check_cov(lavpartable = lavpartable, start = START): lavaan WARNING: starting values imply a correlation larger than 1;
##                    variables involved are:  V_fisica   C_amenaz
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 267 Cadri30a ~~ Cadri31a 40.359  0.025   0.025    0.428    0.428
## 100 V_relaci =~ Cadri21a 32.546  1.596   0.312    0.642    0.642
## 251  Cadri8a ~~ Cadri33a 25.734  0.021   0.021    0.353    0.353
## 281 Cadri29a ~~ Cadri33a 24.610 -0.028  -0.028   -0.341   -0.341
## 110 V_relaci =~ Cadri33a 22.462 -0.724  -0.142   -0.528   -0.528
## 58  V_verbal =~ Cadri29a 21.274  0.306   0.165    0.429    0.429
## 98  V_relaci =~ Cadri12a 19.904 -1.604  -0.314   -0.446   -0.446
## 207 Cadri21a ~~ Cadri35a 17.833  0.036   0.036    0.260    0.260
## 108 V_relaci =~ Cadri29a 16.661  0.654   0.128    0.332    0.332
## 206 Cadri21a ~~ Cadri20a 16.475  0.030   0.030    0.253    0.253
## 78  V_fisica =~  Cadri2a 14.283 -1.062  -0.273   -0.605   -0.605
## 293 Cadri33a ~~  Cadri2a 13.037 -0.021  -0.021   -0.242   -0.242
## 79  V_fisica =~ Cadri19a 12.660  2.389   0.614    0.792    0.792
## 289 Cadri31a ~~  Cadri2a 11.912  0.017   0.017    0.212    0.212
## 287 Cadri31a ~~ Cadri20a 11.898  0.013   0.013    0.223    0.223
## 125 V_sexual =~ Cadri29a 10.685  0.676   0.136    0.353    0.353
## 190 Cadri17a ~~ Cadri31a 10.627  0.016   0.016    0.199    0.199
## 250  Cadri8a ~~ Cadri31a 10.209 -0.011  -0.011   -0.205   -0.205
## 298 Cadri35a ~~  Cadri2a 10.038  0.029   0.029    0.215    0.215
## 283 Cadri29a ~~ Cadri35a  9.740  0.023   0.023    0.194    0.194

2.4.2 Estimador WLSMV

## Warning in lav_model_vcov(lavmodel = lavmodel, lavsamplestats = lavsamplestats, : lavaan WARNING:
##     The variance-covariance matrix of the estimated parameters (vcov)
##     does not appear to be positive definite! The smallest eigenvalue
##     (= -3.944463e-17) is smaller than zero. This may be a symptom that
##     the model is not identified.
## Warning in lav_object_post_check(object): lavaan WARNING: covariance matrix of latent variables
##                 is not positive definite;
##                 use lavInspect(fit, "cov.lv") to investigate.
## lavaan 0.6-6 ended normally after 48 iterations
## 
##   Estimator                                       DWLS
##   Optimization method                           NLMINB
##   Number of free parameters                         84
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                               Standard      Robust
##   Test Statistic                               164.755     205.232
##   Degrees of freedom                               142         142
##   P-value (Chi-square)                           0.093       0.000
##   Scaling correction factor                                  1.192
##   Shift parameter                                           67.055
##        simple second-order correction (WLSMV)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              6323.983    2674.620
##   Degrees of freedom                               171         171
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  2.458
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.996       0.975
##   Tucker-Lewis Index (TLI)                       0.996       0.970
##                                                                   
##   Robust Comparative Fit Index (CFI)                            NA
##   Robust Tucker-Lewis Index (TLI)                               NA
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.022       0.037
##   90 Percent confidence interval - lower         0.000       0.025
##   90 Percent confidence interval - upper         0.036       0.048
##   P-value RMSEA <= 0.05                          1.000       0.978
##                                                                   
##   Robust RMSEA                                                  NA
##   90 Percent confidence interval - lower                        NA
##   90 Percent confidence interval - upper                        NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.094       0.094
## 
## Weighted Root Mean Square Residual:
## 
##   WRMR                                           0.854       0.854
## 
## Parameter Estimates:
## 
##   Standard errors                           Robust.sem
##   Information                                 Expected
##   Information saturated (h1) model        Unstructured
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.736    0.736
##     Cadri9a           0.868    0.071   12.179    0.000    0.639    0.639
##     Cadri12a          1.037    0.066   15.669    0.000    0.763    0.763
##     Cadri17a          1.139    0.070   16.343    0.000    0.838    0.838
##     Cadri21a          0.916    0.085   10.783    0.000    0.674    0.674
##     Cadri24a          0.917    0.061   14.936    0.000    0.674    0.674
##     Cadri28a          0.949    0.068   13.987    0.000    0.698    0.698
##     Cadri32a          0.997    0.063   15.790    0.000    0.734    0.734
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.840    0.840
##     Cadri25a          0.937    0.075   12.504    0.000    0.787    0.787
##     Cadri30a          1.049    0.087   12.100    0.000    0.881    0.881
##     Cadri34a          0.978    0.076   12.802    0.000    0.821    0.821
##   C_amenaz =~                                                           
##     Cadri29a          1.000                               0.569    0.569
##     Cadri31a          1.240    0.205    6.040    0.000    0.706    0.706
##     Cadri33a          1.593    0.224    7.118    0.000    0.907    0.907
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.846    0.846
##     Cadri35a          0.853    0.108    7.926    0.000    0.721    0.721
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.602    0.602
##     Cadri19a          1.303    0.286    4.559    0.000    0.785    0.785
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fisica          0.464    0.049    9.515    0.000    0.752    0.752
##     C_amenaz          0.373    0.049    7.662    0.000    0.892    0.892
##     V_relaci          0.509    0.069    7.434    0.000    0.819    0.819
##     V_sexual          0.203    0.053    3.842    0.000    0.459    0.459
##   V_fisica ~~                                                           
##     C_amenaz          0.469    0.061    7.725    0.000    0.981    0.981
##     V_relaci          0.271    0.108    2.502    0.012    0.381    0.381
##     V_sexual          0.273    0.062    4.383    0.000    0.541    0.541
##   C_amenaz ~~                                                           
##     V_relaci          0.317    0.059    5.357    0.000    0.659    0.659
##     V_sexual          0.257    0.065    3.962    0.000    0.752    0.752
##   V_relaci ~~                                                           
##     V_sexual          0.285    0.070    4.069    0.000    0.559    0.559
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.000                               0.000    0.000
##    .Cadri9a           0.000                               0.000    0.000
##    .Cadri12a          0.000                               0.000    0.000
##    .Cadri17a          0.000                               0.000    0.000
##    .Cadri21a          0.000                               0.000    0.000
##    .Cadri24a          0.000                               0.000    0.000
##    .Cadri28a          0.000                               0.000    0.000
##    .Cadri32a          0.000                               0.000    0.000
##    .Cadri8a           0.000                               0.000    0.000
##    .Cadri25a          0.000                               0.000    0.000
##    .Cadri30a          0.000                               0.000    0.000
##    .Cadri34a          0.000                               0.000    0.000
##    .Cadri29a          0.000                               0.000    0.000
##    .Cadri31a          0.000                               0.000    0.000
##    .Cadri33a          0.000                               0.000    0.000
##    .Cadri20a          0.000                               0.000    0.000
##    .Cadri35a          0.000                               0.000    0.000
##    .Cadri2a           0.000                               0.000    0.000
##    .Cadri19a          0.000                               0.000    0.000
##     V_verbal          0.000                               0.000    0.000
##     V_fisica          0.000                               0.000    0.000
##     C_amenaz          0.000                               0.000    0.000
##     V_relaci          0.000                               0.000    0.000
##     V_sexual          0.000                               0.000    0.000
## 
## Thresholds:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a|t1        0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri7a|t2        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri7a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri9a|t1        0.015    0.070    0.221    0.825    0.015    0.015
##     Cadri9a|t2        1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri9a|t3        1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri12a|t1       0.549    0.074    7.465    0.000    0.549    0.549
##     Cadri12a|t2       1.495    0.107   14.000    0.000    1.495    1.495
##     Cadri12a|t3       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri17a|t1       0.844    0.079   10.623    0.000    0.844    0.844
##     Cadri17a|t2       1.654    0.118   14.003    0.000    1.654    1.654
##     Cadri17a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri21a|t1       1.089    0.087   12.530    0.000    1.089    1.089
##     Cadri21a|t2       1.917    0.143   13.374    0.000    1.917    1.917
##     Cadri21a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri24a|t1       0.445    0.072    6.162    0.000    0.445    0.445
##     Cadri24a|t2       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri24a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri28a|t1       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri28a|t2       1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri28a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri32a|t1       0.622    0.075    8.324    0.000    0.622    0.622
##     Cadri32a|t2       1.569    0.112   14.040    0.000    1.569    1.569
##     Cadri32a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri8a|t1        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri8a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri8a|t3        2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri25a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri25a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri30a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri30a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri30a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri34a|t1       1.328    0.097   13.656    0.000    1.328    1.328
##     Cadri34a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri34a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri29a|t1       1.292    0.095   13.534    0.000    1.292    1.292
##     Cadri29a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri31a|t1       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri31a|t2       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri31a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri33a|t1       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri33a|t2       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri33a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri20a|t1       1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri20a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri20a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri35a|t1       1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri35a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri35a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri2a|t1        1.386    0.100   13.817    0.000    1.386    1.386
##     Cadri2a|t2        1.968    0.149   13.174    0.000    1.968    1.968
##     Cadri2a|t3        2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri19a|t1       0.558    0.074    7.573    0.000    0.558    0.558
##     Cadri19a|t2       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri19a|t3       1.789    0.130   13.772    0.000    1.789    1.789
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.459                               0.459    0.459
##    .Cadri9a           0.592                               0.592    0.592
##    .Cadri12a          0.418                               0.418    0.418
##    .Cadri17a          0.298                               0.298    0.298
##    .Cadri21a          0.546                               0.546    0.546
##    .Cadri24a          0.545                               0.545    0.545
##    .Cadri28a          0.513                               0.513    0.513
##    .Cadri32a          0.462                               0.462    0.462
##    .Cadri8a           0.295                               0.295    0.295
##    .Cadri25a          0.381                               0.381    0.381
##    .Cadri30a          0.225                               0.225    0.225
##    .Cadri34a          0.326                               0.326    0.326
##    .Cadri29a          0.676                               0.676    0.676
##    .Cadri31a          0.502                               0.502    0.502
##    .Cadri33a          0.178                               0.178    0.178
##    .Cadri20a          0.285                               0.285    0.285
##    .Cadri35a          0.480                               0.480    0.480
##    .Cadri2a           0.638                               0.638    0.638
##    .Cadri19a          0.384                               0.384    0.384
##     V_verbal          0.541    0.052   10.483    0.000    1.000    1.000
##     V_fisica          0.705    0.074    9.486    0.000    1.000    1.000
##     C_amenaz          0.324    0.071    4.582    0.000    1.000    1.000
##     V_relaci          0.715    0.147    4.883    0.000    1.000    1.000
##     V_sexual          0.362    0.106    3.413    0.001    1.000    1.000
## 
## Scales y*:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a           1.000                               1.000    1.000
##     Cadri9a           1.000                               1.000    1.000
##     Cadri12a          1.000                               1.000    1.000
##     Cadri17a          1.000                               1.000    1.000
##     Cadri21a          1.000                               1.000    1.000
##     Cadri24a          1.000                               1.000    1.000
##     Cadri28a          1.000                               1.000    1.000
##     Cadri32a          1.000                               1.000    1.000
##     Cadri8a           1.000                               1.000    1.000
##     Cadri25a          1.000                               1.000    1.000
##     Cadri30a          1.000                               1.000    1.000
##     Cadri34a          1.000                               1.000    1.000
##     Cadri29a          1.000                               1.000    1.000
##     Cadri31a          1.000                               1.000    1.000
##     Cadri33a          1.000                               1.000    1.000
##     Cadri20a          1.000                               1.000    1.000
##     Cadri35a          1.000                               1.000    1.000
##     Cadri2a           1.000                               1.000    1.000
##     Cadri19a          1.000                               1.000    1.000
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 171 V_fisica =~ Cadri29a 20.335 -1.826  -1.533   -1.533   -1.533
## 206 V_relaci =~ Cadri29a 20.061  0.745   0.630    0.630    0.630
## 386 Cadri31a ~~ Cadri35a 17.083 -0.307  -0.307   -0.626   -0.626
## 198 V_relaci =~ Cadri21a 16.360  0.814   0.688    0.688    0.688
## 305 Cadri21a ~~ Cadri35a 15.029  0.314   0.314    0.613    0.613
## 156 V_verbal =~ Cadri29a 14.186  1.098   0.808    0.808    0.808
## 196 V_relaci =~ Cadri12a 12.012 -0.656  -0.555   -0.555   -0.555
## 381 Cadri29a ~~ Cadri35a  8.699  0.319   0.319    0.561    0.561
## 167 V_fisica =~ Cadri21a  8.351 -0.452  -0.380   -0.380   -0.380
## 257  Cadri9a ~~ Cadri31a  7.913  0.285   0.285    0.523    0.523
## 385 Cadri31a ~~ Cadri20a  7.730  0.284   0.284    0.751    0.751
## 304 Cadri21a ~~ Cadri20a  7.646  0.249   0.249    0.633    0.633
## 384 Cadri31a ~~ Cadri33a  7.318  0.320   0.320    1.071    1.071
## 173 V_fisica =~ Cadri33a  6.248  1.247   1.047    1.047    1.047
## 365 Cadri30a ~~ Cadri31a  6.042  0.233   0.233    0.693    0.693
## 177 V_fisica =~ Cadri19a  5.566  0.800   0.672    0.672    0.672
## 176 V_fisica =~  Cadri2a  5.566 -0.614  -0.515   -0.515   -0.515
## 165 V_fisica =~ Cadri12a  5.236  0.294   0.246    0.246    0.246
## 256  Cadri9a ~~ Cadri29a  5.112  0.216   0.216    0.341    0.341
## 157 V_verbal =~ Cadri31a  4.995 -0.623  -0.458   -0.458   -0.458

2.5 Modelo 04 Fork

Se mantienen los cambios de los modelos anteriores - Sin item 15, 13 (V Sexual) - Sin item 05 (Conducta amenzante) - No considerar al factor Resolución de conflictos como parte del modelo factorial - Sin item 04 y 23 (V. Verbal) - Sin item 03 (V. relacional)

Se incorpora los cambios que se encontrarán en el modelo 07 posteriormente: - Teórica y empíricamente el ítem 21 afecta directamente a las relaciones de la persona - Quitar el ítem 29. Presenta carga compuesta

2.5.1 Estimador MLR

## lavaan 0.6-6 ended normally after 140 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of free parameters                         46
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                                Standard      Robust
##   Test Statistic                                329.398     201.886
##   Degrees of freedom                                125         125
##   P-value (Chi-square)                            0.000       0.000
##   Scaling correction factor                                   1.632
##        Yuan-Bentler correction (Mplus variant)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              1844.236     940.536
##   Degrees of freedom                               153         153
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  1.961
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.879       0.902
##   Tucker-Lewis Index (TLI)                       0.852       0.881
##                                                                   
##   Robust Comparative Fit Index (CFI)                         0.919
##   Robust Tucker-Lewis Index (TLI)                            0.901
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -3303.012   -3303.012
##   Scaling correction factor                                  6.547
##       for the MLR correction                                      
##   Loglikelihood unrestricted model (H1)      -3138.313   -3138.313
##   Scaling correction factor                                  2.954
##       for the MLR correction                                      
##                                                                   
##   Akaike (AIC)                                6698.024    6698.024
##   Bayesian (BIC)                              6872.222    6872.222
##   Sample-size adjusted Bayesian (BIC)         6726.312    6726.312
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.071       0.043
##   90 Percent confidence interval - lower         0.062       0.035
##   90 Percent confidence interval - upper         0.080       0.052
##   P-value RMSEA <= 0.05                          0.000       0.896
##                                                                   
##   Robust RMSEA                                               0.055
##   90 Percent confidence interval - lower                     0.041
##   90 Percent confidence interval - upper                     0.069
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.056       0.056
## 
## Parameter Estimates:
## 
##   Standard errors                             Sandwich
##   Information bread                           Observed
##   Observed information based on                Hessian
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.541    0.701
##     Cadri9a           0.755    0.102    7.386    0.000    0.409    0.531
##     Cadri12a          0.901    0.099    9.058    0.000    0.487    0.692
##     Cadri17a          0.753    0.085    8.827    0.000    0.407    0.713
##     Cadri24a          0.630    0.098    6.395    0.000    0.341    0.592
##     Cadri28a          0.913    0.102    8.993    0.000    0.494    0.625
##     Cadri32a          0.873    0.091    9.559    0.000    0.472    0.681
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.261    0.701
##     Cadri25a          0.740    0.233    3.170    0.002    0.193    0.541
##     Cadri30a          1.210    0.285    4.249    0.000    0.316    0.741
##     Cadri34a          0.873    0.223    3.912    0.000    0.228    0.626
##   C_amenaz =~                                                           
##     Cadri31a          1.000                               0.091    0.411
##     Cadri33a          2.118    1.302    1.626    0.104    0.192    0.716
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.202    0.595
##     Cadri21a          1.671    0.401    4.162    0.000    0.338    0.695
##     Cadri35a          1.110    0.389    2.855    0.004    0.224    0.573
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.179    0.398
##     Cadri19a          2.786    1.554    1.793    0.073    0.500    0.645
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fisica          0.089    0.033    2.737    0.006    0.631    0.631
##     C_amenaz          0.025    0.018    1.436    0.151    0.517    0.517
##     V_relaci          0.072    0.033    2.145    0.032    0.656    0.656
##     V_sexual          0.040    0.021    1.902    0.057    0.408    0.408
##   V_fisica ~~                                                           
##     C_amenaz          0.021    0.013    1.580    0.114    0.900    0.900
##     V_relaci          0.013    0.008    1.642    0.101    0.246    0.246
##     V_sexual          0.022    0.011    2.067    0.039    0.478    0.478
##   C_amenaz ~~                                                           
##     V_relaci          0.007    0.006    1.096    0.273    0.385    0.385
##     V_sexual          0.005    0.005    1.002    0.316    0.310    0.310
##   V_relaci ~~                                                           
##     V_sexual          0.010    0.008    1.269    0.204    0.284    0.284
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.303    0.037    8.086    0.000    0.303    0.509
##    .Cadri9a           0.424    0.049    8.611    0.000    0.424    0.718
##    .Cadri12a          0.258    0.041    6.301    0.000    0.258    0.521
##    .Cadri17a          0.160    0.024    6.614    0.000    0.160    0.491
##    .Cadri24a          0.215    0.024    8.888    0.000    0.215    0.649
##    .Cadri28a          0.380    0.044    8.606    0.000    0.380    0.609
##    .Cadri32a          0.258    0.038    6.854    0.000    0.258    0.536
##    .Cadri8a           0.071    0.015    4.724    0.000    0.071    0.508
##    .Cadri25a          0.090    0.020    4.433    0.000    0.090    0.707
##    .Cadri30a          0.082    0.028    2.932    0.003    0.082    0.451
##    .Cadri34a          0.081    0.023    3.580    0.000    0.081    0.608
##    .Cadri31a          0.040    0.025    1.593    0.111    0.040    0.831
##    .Cadri33a          0.035    0.024    1.450    0.147    0.035    0.488
##    .Cadri20a          0.075    0.028    2.621    0.009    0.075    0.646
##    .Cadri21a          0.122    0.034    3.583    0.000    0.122    0.517
##    .Cadri35a          0.103    0.030    3.435    0.001    0.103    0.672
##    .Cadri2a           0.171    0.044    3.916    0.000    0.171    0.842
##    .Cadri19a          0.351    0.161    2.184    0.029    0.351    0.584
##     V_verbal          0.293    0.059    4.925    0.000    1.000    1.000
##     V_fisica          0.068    0.032    2.108    0.035    1.000    1.000
##     C_amenaz          0.008    0.009    0.875    0.382    1.000    1.000
##     V_relaci          0.041    0.027    1.537    0.124    1.000    1.000
##     V_sexual          0.032    0.021    1.556    0.120    1.000    1.000
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 242 Cadri30a ~~ Cadri31a 38.890  0.025   0.025    0.440    0.440
## 257 Cadri31a ~~ Cadri20a 20.229  0.015   0.015    0.281    0.281
## 226  Cadri8a ~~ Cadri33a 19.281  0.018   0.018    0.366    0.366
## 260 Cadri31a ~~  Cadri2a 17.512  0.021   0.021    0.251    0.251
## 225  Cadri8a ~~ Cadri31a 15.988 -0.014  -0.014   -0.268   -0.268
## 179 Cadri17a ~~ Cadri31a 14.624  0.019   0.019    0.235    0.235
## 274 Cadri35a ~~  Cadri2a 13.495  0.031   0.031    0.231    0.231
## 95  V_relaci =~ Cadri12a 10.853 -0.926  -0.187   -0.266   -0.266
## 249 Cadri34a ~~ Cadri31a  9.845 -0.011  -0.011   -0.198   -0.198
## 178 Cadri17a ~~ Cadri34a  9.421 -0.022  -0.022   -0.196   -0.196
## 265 Cadri33a ~~  Cadri2a  9.281 -0.017  -0.017   -0.217   -0.217
## 150  Cadri9a ~~ Cadri31a  8.957  0.023   0.023    0.175    0.175
## 116 V_sexual =~ Cadri25a  8.544  0.509   0.091    0.256    0.256
## 223  Cadri8a ~~ Cadri30a  8.351 -0.019  -0.019   -0.251   -0.251
## 87  C_amenaz =~ Cadri34a  7.847 -2.098  -0.190   -0.521   -0.521
## 258 Cadri31a ~~ Cadri21a  7.787 -0.013  -0.013   -0.189   -0.189
## 235 Cadri25a ~~ Cadri33a  7.456 -0.011  -0.011   -0.196   -0.196
## 97  V_relaci =~ Cadri24a  7.425  0.668   0.135    0.235    0.235
## 165 Cadri12a ~~ Cadri31a  7.192 -0.017  -0.017   -0.163   -0.163
## 233 Cadri25a ~~ Cadri34a  7.097  0.015   0.015    0.170    0.170

2.5.2 Estimador WLSMV

## Warning in lav_model_vcov(lavmodel = lavmodel, lavsamplestats = lavsamplestats, : lavaan WARNING:
##     The variance-covariance matrix of the estimated parameters (vcov)
##     does not appear to be positive definite! The smallest eigenvalue
##     (= -4.288700e-17) is smaller than zero. This may be a symptom that
##     the model is not identified.
## lavaan 0.6-6 ended normally after 37 iterations
## 
##   Estimator                                       DWLS
##   Optimization method                           NLMINB
##   Number of free parameters                         81
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                               Standard      Robust
##   Test Statistic                               107.159     153.954
##   Degrees of freedom                               125         125
##   P-value (Chi-square)                           0.874       0.040
##   Scaling correction factor                                  1.100
##   Shift parameter                                           56.530
##        simple second-order correction (WLSMV)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              6023.208    2620.833
##   Degrees of freedom                               153         153
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  2.379
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    1.000       0.988
##   Tucker-Lewis Index (TLI)                       1.004       0.986
##                                                                   
##   Robust Comparative Fit Index (CFI)                            NA
##   Robust Tucker-Lewis Index (TLI)                               NA
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.000       0.027
##   90 Percent confidence interval - lower         0.000       0.006
##   90 Percent confidence interval - upper         0.015       0.040
##   P-value RMSEA <= 0.05                          1.000       0.999
##                                                                   
##   Robust RMSEA                                                  NA
##   90 Percent confidence interval - lower                        NA
##   90 Percent confidence interval - upper                        NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.080       0.080
## 
## Weighted Root Mean Square Residual:
## 
##   WRMR                                           0.721       0.721
## 
## Parameter Estimates:
## 
##   Standard errors                           Robust.sem
##   Information                                 Expected
##   Information saturated (h1) model        Unstructured
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.745    0.745
##     Cadri9a           0.849    0.071   11.966    0.000    0.632    0.632
##     Cadri12a          1.041    0.065   16.061    0.000    0.775    0.775
##     Cadri17a          1.128    0.069   16.390    0.000    0.840    0.840
##     Cadri24a          0.917    0.061   15.021    0.000    0.683    0.683
##     Cadri28a          0.936    0.067   13.908    0.000    0.697    0.697
##     Cadri32a          0.994    0.062   16.065    0.000    0.740    0.740
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.839    0.839
##     Cadri25a          0.934    0.073   12.798    0.000    0.784    0.784
##     Cadri30a          1.051    0.084   12.543    0.000    0.882    0.882
##     Cadri34a          0.981    0.075   13.016    0.000    0.823    0.823
##   C_amenaz =~                                                           
##     Cadri31a          1.000                               0.780    0.780
##     Cadri33a          1.229    0.156    7.880    0.000    0.959    0.959
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.845    0.845
##     Cadri21a          1.004    0.131    7.660    0.000    0.849    0.849
##     Cadri35a          0.849    0.106    7.986    0.000    0.718    0.718
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.596    0.596
##     Cadri19a          1.329    0.288    4.620    0.000    0.792    0.792
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fisica          0.471    0.049    9.633    0.000    0.754    0.754
##     C_amenaz          0.449    0.066    6.834    0.000    0.772    0.772
##     V_relaci          0.459    0.068    6.719    0.000    0.730    0.730
##     V_sexual          0.202    0.053    3.826    0.000    0.455    0.455
##   V_fisica ~~                                                           
##     C_amenaz          0.617    0.080    7.756    0.000    0.942    0.942
##     V_relaci          0.316    0.088    3.612    0.000    0.446    0.446
##     V_sexual          0.269    0.061    4.421    0.000    0.539    0.539
##   C_amenaz ~~                                                           
##     V_relaci          0.359    0.064    5.640    0.000    0.545    0.545
##     V_sexual          0.318    0.061    5.212    0.000    0.683    0.683
##   V_relaci ~~                                                           
##     V_sexual          0.232    0.056    4.111    0.000    0.461    0.461
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.000                               0.000    0.000
##    .Cadri9a           0.000                               0.000    0.000
##    .Cadri12a          0.000                               0.000    0.000
##    .Cadri17a          0.000                               0.000    0.000
##    .Cadri24a          0.000                               0.000    0.000
##    .Cadri28a          0.000                               0.000    0.000
##    .Cadri32a          0.000                               0.000    0.000
##    .Cadri8a           0.000                               0.000    0.000
##    .Cadri25a          0.000                               0.000    0.000
##    .Cadri30a          0.000                               0.000    0.000
##    .Cadri34a          0.000                               0.000    0.000
##    .Cadri31a          0.000                               0.000    0.000
##    .Cadri33a          0.000                               0.000    0.000
##    .Cadri20a          0.000                               0.000    0.000
##    .Cadri21a          0.000                               0.000    0.000
##    .Cadri35a          0.000                               0.000    0.000
##    .Cadri2a           0.000                               0.000    0.000
##    .Cadri19a          0.000                               0.000    0.000
##     V_verbal          0.000                               0.000    0.000
##     V_fisica          0.000                               0.000    0.000
##     C_amenaz          0.000                               0.000    0.000
##     V_relaci          0.000                               0.000    0.000
##     V_sexual          0.000                               0.000    0.000
## 
## Thresholds:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a|t1        0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri7a|t2        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri7a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri9a|t1        0.015    0.070    0.221    0.825    0.015    0.015
##     Cadri9a|t2        1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri9a|t3        1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri12a|t1       0.549    0.074    7.465    0.000    0.549    0.549
##     Cadri12a|t2       1.495    0.107   14.000    0.000    1.495    1.495
##     Cadri12a|t3       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri17a|t1       0.844    0.079   10.623    0.000    0.844    0.844
##     Cadri17a|t2       1.654    0.118   14.003    0.000    1.654    1.654
##     Cadri17a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri24a|t1       0.445    0.072    6.162    0.000    0.445    0.445
##     Cadri24a|t2       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri24a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri28a|t1       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri28a|t2       1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri28a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri32a|t1       0.622    0.075    8.324    0.000    0.622    0.622
##     Cadri32a|t2       1.569    0.112   14.040    0.000    1.569    1.569
##     Cadri32a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri8a|t1        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri8a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri8a|t3        2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri25a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri25a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri30a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri30a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri30a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri34a|t1       1.328    0.097   13.656    0.000    1.328    1.328
##     Cadri34a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri34a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri31a|t1       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri31a|t2       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri31a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri33a|t1       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri33a|t2       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri33a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri20a|t1       1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri20a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri20a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri21a|t1       1.089    0.087   12.530    0.000    1.089    1.089
##     Cadri21a|t2       1.917    0.143   13.374    0.000    1.917    1.917
##     Cadri21a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri35a|t1       1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri35a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri35a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri2a|t1        1.386    0.100   13.817    0.000    1.386    1.386
##     Cadri2a|t2        1.968    0.149   13.174    0.000    1.968    1.968
##     Cadri2a|t3        2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri19a|t1       0.558    0.074    7.573    0.000    0.558    0.558
##     Cadri19a|t2       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri19a|t3       1.789    0.130   13.772    0.000    1.789    1.789
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.445                               0.445    0.445
##    .Cadri9a           0.600                               0.600    0.600
##    .Cadri12a          0.399                               0.399    0.399
##    .Cadri17a          0.294                               0.294    0.294
##    .Cadri24a          0.534                               0.534    0.534
##    .Cadri28a          0.514                               0.514    0.514
##    .Cadri32a          0.452                               0.452    0.452
##    .Cadri8a           0.296                               0.296    0.296
##    .Cadri25a          0.386                               0.386    0.386
##    .Cadri30a          0.222                               0.222    0.222
##    .Cadri34a          0.322                               0.322    0.322
##    .Cadri31a          0.391                               0.391    0.391
##    .Cadri33a          0.080                               0.080    0.080
##    .Cadri20a          0.286                               0.286    0.286
##    .Cadri21a          0.280                               0.280    0.280
##    .Cadri35a          0.485                               0.485    0.485
##    .Cadri2a           0.645                               0.645    0.645
##    .Cadri19a          0.372                               0.372    0.372
##     V_verbal          0.555    0.052   10.596    0.000    1.000    1.000
##     V_fisica          0.704    0.072    9.714    0.000    1.000    1.000
##     C_amenaz          0.609    0.114    5.341    0.000    1.000    1.000
##     V_relaci          0.714    0.136    5.268    0.000    1.000    1.000
##     V_sexual          0.355    0.104    3.421    0.001    1.000    1.000
## 
## Scales y*:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a           1.000                               1.000    1.000
##     Cadri9a           1.000                               1.000    1.000
##     Cadri12a          1.000                               1.000    1.000
##     Cadri17a          1.000                               1.000    1.000
##     Cadri24a          1.000                               1.000    1.000
##     Cadri28a          1.000                               1.000    1.000
##     Cadri32a          1.000                               1.000    1.000
##     Cadri8a           1.000                               1.000    1.000
##     Cadri25a          1.000                               1.000    1.000
##     Cadri30a          1.000                               1.000    1.000
##     Cadri34a          1.000                               1.000    1.000
##     Cadri31a          1.000                               1.000    1.000
##     Cadri33a          1.000                               1.000    1.000
##     Cadri20a          1.000                               1.000    1.000
##     Cadri21a          1.000                               1.000    1.000
##     Cadri35a          1.000                               1.000    1.000
##     Cadri2a           1.000                               1.000    1.000
##     Cadri19a          1.000                               1.000    1.000
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 353 Cadri31a ~~ Cadri35a 10.471 -0.236  -0.236   -0.541   -0.541
## 351 Cadri31a ~~ Cadri20a 10.303  0.324   0.324    0.968    0.968
## 244  Cadri9a ~~ Cadri31a  9.258  0.309   0.309    0.638    0.638
## 189 V_relaci =~ Cadri12a  8.247 -0.492  -0.415   -0.415   -0.415
## 291 Cadri24a ~~  Cadri2a  4.942 -0.189  -0.189   -0.322   -0.322
## 185 C_amenaz =~  Cadri2a  4.651 -1.116  -0.871   -0.871   -0.871
## 186 C_amenaz =~ Cadri19a  4.651  1.483   1.157    1.157    1.157
## 169 V_fisica =~  Cadri2a  4.278 -0.664  -0.557   -0.557   -0.557
## 170 V_fisica =~ Cadri19a  4.278  0.882   0.740    0.740    0.740
## 159 V_fisica =~ Cadri12a  4.183  0.268   0.225    0.225    0.225
## 336 Cadri30a ~~ Cadri31a  3.910  0.193   0.193    0.654    0.654
## 255 Cadri12a ~~  Cadri8a  3.725  0.150   0.150    0.435    0.435
## 368 Cadri35a ~~  Cadri2a  3.609  0.180   0.180    0.322    0.322
## 184 C_amenaz =~ Cadri35a  3.603 -0.277  -0.216   -0.216   -0.216
## 168 V_fisica =~ Cadri35a  3.312 -0.232  -0.195   -0.195   -0.195
## 203 V_sexual =~  Cadri9a  3.232  0.301   0.179    0.179    0.179
## 214 V_sexual =~ Cadri33a  3.013 -0.717  -0.427   -0.427   -0.427
## 213 V_sexual =~ Cadri31a  3.013  0.583   0.348    0.348    0.348
## 223  Cadri7a ~~ Cadri32a  2.643  0.097   0.097    0.216    0.216
## 264 Cadri12a ~~  Cadri2a  2.628 -0.186  -0.186   -0.368   -0.368

2.5.3 Fiabilidad del modelo categórico

## For constructs with categorical indicators, the alpha and the average variance extracted are calculated from polychoric (polyserial) correlations, not from Pearson correlations.
##         V_verbal  V_fisica  C_amenaz  V_relaci  V_sexual
## alpha  0.8869414 0.9004611 0.8562722 0.8443092 0.6416203
## omega  0.8206988 0.7758095 0.6651273 0.6705323 0.5201420
## omega2 0.8206988 0.7758095 0.6651273 0.6705323 0.5201420
## omega3 0.8260569 0.7763087 0.6651274 0.6695223 0.5201421
## avevar 0.5373876 0.6934556 0.7646412 0.6498375 0.4916250

2.6 Modelo 05

Se mantienen los cambios de los modelos 01 al 04 - Sin item 15, 13 (V Sexual) - Sin item 05 (Conducta amenzante) - No considerar al factor Resolución de conflictos como parte del modelo factorial - Sin item 04 y 23 (V. Verbal) - Sin item 03 (V. relacional)

Se adiciona el siguiente cambio: - Unir factor de conducta amenzante con violencia física debido a que el contenido de los ítems hacen alusión a la intención de hacer un daño físico. Esto es mejor a generar errores correlacionados entre ítems que pertenecen a diferentes dimensiones.

2.6.1 Estimador MLR

## lavaan 0.6-6 ended normally after 98 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of free parameters                         44
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                                Standard      Robust
##   Test Statistic                                463.603     269.564
##   Degrees of freedom                                146         146
##   P-value (Chi-square)                            0.000       0.000
##   Scaling correction factor                                   1.720
##        Yuan-Bentler correction (Mplus variant)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              1937.884     987.012
##   Degrees of freedom                               171         171
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  1.963
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.820       0.849
##   Tucker-Lewis Index (TLI)                       0.789       0.823
##                                                                   
##   Robust Comparative Fit Index (CFI)                         0.867
##   Robust Tucker-Lewis Index (TLI)                            0.845
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -3474.738   -3474.738
##   Scaling correction factor                                  6.736
##       for the MLR correction                                      
##   Loglikelihood unrestricted model (H1)      -3242.936   -3242.936
##   Scaling correction factor                                  2.881
##       for the MLR correction                                      
##                                                                   
##   Akaike (AIC)                                7037.476    7037.476
##   Bayesian (BIC)                              7204.099    7204.099
##   Sample-size adjusted Bayesian (BIC)         7064.534    7064.534
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.082       0.051
##   90 Percent confidence interval - lower         0.073       0.044
##   90 Percent confidence interval - upper         0.090       0.058
##   P-value RMSEA <= 0.05                          0.000       0.405
##                                                                   
##   Robust RMSEA                                               0.067
##   90 Percent confidence interval - lower                     0.054
##   90 Percent confidence interval - upper                     0.079
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.072       0.072
## 
## Parameter Estimates:
## 
##   Standard errors                             Sandwich
##   Information bread                           Observed
##   Observed information based on                Hessian
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.540    0.699
##     Cadri9a           0.755    0.103    7.315    0.000    0.407    0.530
##     Cadri12a          0.888    0.098    9.050    0.000    0.479    0.680
##     Cadri17a          0.756    0.084    9.028    0.000    0.408    0.715
##     Cadri21a          0.441    0.110    4.024    0.000    0.238    0.489
##     Cadri24a          0.636    0.099    6.449    0.000    0.343    0.597
##     Cadri28a          0.910    0.098    9.252    0.000    0.491    0.622
##     Cadri32a          0.869    0.091    9.543    0.000    0.469    0.676
##   V_fis_am =~                                                           
##     Cadri8a           1.000                               0.258    0.693
##     Cadri25a          0.766    0.231    3.315    0.001    0.198    0.554
##     Cadri30a          1.226    0.289    4.235    0.000    0.317    0.742
##     Cadri34a          0.887    0.219    4.059    0.000    0.229    0.629
##     Cadri29a          0.374    0.224    1.664    0.096    0.096    0.251
##     Cadri31a          0.336    0.214    1.572    0.116    0.087    0.394
##     Cadri33a          0.640    0.170    3.758    0.000    0.165    0.617
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.193    0.569
##     Cadri35a          1.122    0.436    2.574    0.010    0.217    0.554
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.199    0.442
##     Cadri19a          2.257    2.263    0.997    0.319    0.450    0.581
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fis_am          0.088    0.031    2.797    0.005    0.629    0.629
##     V_relaci          0.076    0.036    2.121    0.034    0.728    0.728
##     V_sexual          0.045    0.030    1.501    0.133    0.421    0.421
##   V_fis_am ~~                                                           
##     V_relaci          0.014    0.011    1.351    0.177    0.286    0.286
##     V_sexual          0.025    0.014    1.795    0.073    0.486    0.486
##   V_relaci ~~                                                           
##     V_sexual          0.016    0.022    0.728    0.467    0.417    0.417
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.305    0.036    8.481    0.000    0.305    0.511
##    .Cadri9a           0.425    0.049    8.604    0.000    0.425    0.719
##    .Cadri12a          0.266    0.041    6.415    0.000    0.266    0.537
##    .Cadri17a          0.160    0.023    6.811    0.000    0.160    0.489
##    .Cadri21a          0.180    0.034    5.258    0.000    0.180    0.761
##    .Cadri24a          0.213    0.024    8.875    0.000    0.213    0.644
##    .Cadri28a          0.382    0.044    8.705    0.000    0.382    0.613
##    .Cadri32a          0.261    0.039    6.789    0.000    0.261    0.543
##    .Cadri8a           0.072    0.015    4.770    0.000    0.072    0.519
##    .Cadri25a          0.088    0.020    4.440    0.000    0.088    0.693
##    .Cadri30a          0.082    0.028    2.888    0.004    0.082    0.449
##    .Cadri34a          0.080    0.022    3.579    0.000    0.080    0.604
##    .Cadri29a          0.139    0.027    5.149    0.000    0.139    0.937
##    .Cadri31a          0.041    0.023    1.760    0.078    0.041    0.845
##    .Cadri33a          0.044    0.017    2.690    0.007    0.044    0.619
##    .Cadri20a          0.078    0.030    2.642    0.008    0.078    0.676
##    .Cadri35a          0.106    0.029    3.656    0.000    0.106    0.693
##    .Cadri2a           0.164    0.046    3.543    0.000    0.164    0.805
##    .Cadri19a          0.398    0.213    1.870    0.061    0.398    0.663
##     V_verbal          0.291    0.059    4.959    0.000    1.000    1.000
##     V_fis_am          0.067    0.032    2.091    0.037    1.000    1.000
##     V_relaci          0.037    0.025    1.485    0.137    1.000    1.000
##     V_sexual          0.040    0.041    0.969    0.332    1.000    1.000
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 76  V_relaci =~ Cadri21a 38.320  1.919   0.371    0.763    0.763
## 243 Cadri30a ~~ Cadri31a 33.673  0.023   0.023    0.391    0.391
## 84  V_relaci =~ Cadri29a 31.307  0.827   0.160    0.415    0.415
## 53  V_verbal =~ Cadri29a 28.624  0.316   0.171    0.443    0.443
## 263 Cadri31a ~~ Cadri20a 20.425  0.016   0.016    0.280    0.280
## 227  Cadri8a ~~ Cadri33a 20.070  0.018   0.018    0.318    0.318
## 74  V_relaci =~ Cadri12a 18.420 -1.713  -0.331   -0.471   -0.471
## 183 Cadri21a ~~ Cadri35a 18.281  0.037   0.037    0.266    0.266
## 182 Cadri21a ~~ Cadri20a 16.910  0.031   0.031    0.258    0.258
## 101 V_sexual =~ Cadri29a 14.912  0.755   0.151    0.391    0.391
## 226  Cadri8a ~~ Cadri31a 14.006 -0.013  -0.013   -0.240   -0.240
## 265 Cadri31a ~~  Cadri2a 13.959  0.018   0.018    0.225    0.225
## 257 Cadri29a ~~ Cadri33a 13.887 -0.018  -0.018   -0.224   -0.224
## 250 Cadri34a ~~ Cadri31a 12.916 -0.013  -0.013   -0.221   -0.221
## 259 Cadri29a ~~ Cadri35a 11.708  0.025   0.025    0.208    0.208
## 166 Cadri17a ~~ Cadri31a 11.197  0.016   0.016    0.203    0.203
## 154 Cadri12a ~~ Cadri35a 10.653 -0.036  -0.036   -0.215   -0.215
## 70  V_fis_am =~  Cadri2a 10.236 -0.926  -0.239   -0.530   -0.530
## 71  V_fis_am =~ Cadri19a 10.236  2.090   0.540    0.697    0.697
## 274 Cadri35a ~~  Cadri2a 10.004  0.029   0.029    0.217    0.217

2.6.2 Estimador WLSMV

## Warning in lav_model_vcov(lavmodel = lavmodel, lavsamplestats = lavsamplestats, : lavaan WARNING:
##     The variance-covariance matrix of the estimated parameters (vcov)
##     does not appear to be positive definite! The smallest eigenvalue
##     (= -5.576008e-17) is smaller than zero. This may be a symptom that
##     the model is not identified.
## lavaan 0.6-6 ended normally after 34 iterations
## 
##   Estimator                                       DWLS
##   Optimization method                           NLMINB
##   Number of free parameters                         80
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                               Standard      Robust
##   Test Statistic                               180.772     216.053
##   Degrees of freedom                               146         146
##   P-value (Chi-square)                           0.027       0.000
##   Scaling correction factor                                  1.241
##   Shift parameter                                           70.420
##        simple second-order correction (WLSMV)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              6323.983    2674.620
##   Degrees of freedom                               171         171
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  2.458
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.994       0.972
##   Tucker-Lewis Index (TLI)                       0.993       0.967
##                                                                   
##   Robust Comparative Fit Index (CFI)                            NA
##   Robust Tucker-Lewis Index (TLI)                               NA
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.027       0.038
##   90 Percent confidence interval - lower         0.010       0.027
##   90 Percent confidence interval - upper         0.039       0.049
##   P-value RMSEA <= 0.05                          1.000       0.966
##                                                                   
##   Robust RMSEA                                                  NA
##   90 Percent confidence interval - lower                        NA
##   90 Percent confidence interval - upper                        NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.099       0.099
## 
## Weighted Root Mean Square Residual:
## 
##   WRMR                                           0.894       0.894
## 
## Parameter Estimates:
## 
##   Standard errors                           Robust.sem
##   Information                                 Expected
##   Information saturated (h1) model        Unstructured
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.736    0.736
##     Cadri9a           0.866    0.071   12.118    0.000    0.637    0.637
##     Cadri12a          1.040    0.066   15.719    0.000    0.765    0.765
##     Cadri17a          1.138    0.070   16.357    0.000    0.837    0.837
##     Cadri21a          0.916    0.085   10.791    0.000    0.674    0.674
##     Cadri24a          0.917    0.062   14.884    0.000    0.675    0.675
##     Cadri28a          0.946    0.068   13.968    0.000    0.696    0.696
##     Cadri32a          0.999    0.063   15.823    0.000    0.735    0.735
##   V_fis_am =~                                                           
##     Cadri8a           1.000                               0.820    0.820
##     Cadri25a          0.939    0.075   12.442    0.000    0.770    0.770
##     Cadri30a          1.042    0.085   12.245    0.000    0.854    0.854
##     Cadri34a          0.977    0.076   12.772    0.000    0.801    0.801
##     Cadri29a          0.714    0.090    7.953    0.000    0.586    0.586
##     Cadri31a          0.919    0.109    8.418    0.000    0.753    0.753
##     Cadri33a          1.142    0.088   13.022    0.000    0.937    0.937
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.837    0.837
##     Cadri35a          0.872    0.112    7.807    0.000    0.729    0.729
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.597    0.597
##     Cadri19a          1.324    0.294    4.499    0.000    0.791    0.791
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fis_am          0.480    0.046   10.350    0.000    0.795    0.795
##     V_relaci          0.505    0.069    7.352    0.000    0.820    0.820
##     V_sexual          0.201    0.053    3.803    0.000    0.457    0.457
##   V_fis_am ~~                                                           
##     V_relaci          0.360    0.074    4.853    0.000    0.525    0.525
##     V_sexual          0.305    0.062    4.933    0.000    0.623    0.623
##   V_relaci ~~                                                           
##     V_sexual          0.277    0.069    4.037    0.000    0.555    0.555
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.000                               0.000    0.000
##    .Cadri9a           0.000                               0.000    0.000
##    .Cadri12a          0.000                               0.000    0.000
##    .Cadri17a          0.000                               0.000    0.000
##    .Cadri21a          0.000                               0.000    0.000
##    .Cadri24a          0.000                               0.000    0.000
##    .Cadri28a          0.000                               0.000    0.000
##    .Cadri32a          0.000                               0.000    0.000
##    .Cadri8a           0.000                               0.000    0.000
##    .Cadri25a          0.000                               0.000    0.000
##    .Cadri30a          0.000                               0.000    0.000
##    .Cadri34a          0.000                               0.000    0.000
##    .Cadri29a          0.000                               0.000    0.000
##    .Cadri31a          0.000                               0.000    0.000
##    .Cadri33a          0.000                               0.000    0.000
##    .Cadri20a          0.000                               0.000    0.000
##    .Cadri35a          0.000                               0.000    0.000
##    .Cadri2a           0.000                               0.000    0.000
##    .Cadri19a          0.000                               0.000    0.000
##     V_verbal          0.000                               0.000    0.000
##     V_fis_am          0.000                               0.000    0.000
##     V_relaci          0.000                               0.000    0.000
##     V_sexual          0.000                               0.000    0.000
## 
## Thresholds:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a|t1        0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri7a|t2        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri7a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri9a|t1        0.015    0.070    0.221    0.825    0.015    0.015
##     Cadri9a|t2        1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri9a|t3        1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri12a|t1       0.549    0.074    7.465    0.000    0.549    0.549
##     Cadri12a|t2       1.495    0.107   14.000    0.000    1.495    1.495
##     Cadri12a|t3       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri17a|t1       0.844    0.079   10.623    0.000    0.844    0.844
##     Cadri17a|t2       1.654    0.118   14.003    0.000    1.654    1.654
##     Cadri17a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri21a|t1       1.089    0.087   12.530    0.000    1.089    1.089
##     Cadri21a|t2       1.917    0.143   13.374    0.000    1.917    1.917
##     Cadri21a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri24a|t1       0.445    0.072    6.162    0.000    0.445    0.445
##     Cadri24a|t2       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri24a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri28a|t1       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri28a|t2       1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri28a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri32a|t1       0.622    0.075    8.324    0.000    0.622    0.622
##     Cadri32a|t2       1.569    0.112   14.040    0.000    1.569    1.569
##     Cadri32a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri8a|t1        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri8a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri8a|t3        2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri25a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri25a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri30a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri30a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri30a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri34a|t1       1.328    0.097   13.656    0.000    1.328    1.328
##     Cadri34a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri34a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri29a|t1       1.292    0.095   13.534    0.000    1.292    1.292
##     Cadri29a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri31a|t1       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri31a|t2       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri31a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri33a|t1       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri33a|t2       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri33a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri20a|t1       1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri20a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri20a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri35a|t1       1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri35a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri35a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri2a|t1        1.386    0.100   13.817    0.000    1.386    1.386
##     Cadri2a|t2        1.968    0.149   13.174    0.000    1.968    1.968
##     Cadri2a|t3        2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri19a|t1       0.558    0.074    7.573    0.000    0.558    0.558
##     Cadri19a|t2       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri19a|t3       1.789    0.130   13.772    0.000    1.789    1.789
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.459                               0.459    0.459
##    .Cadri9a           0.594                               0.594    0.594
##    .Cadri12a          0.414                               0.414    0.414
##    .Cadri17a          0.299                               0.299    0.299
##    .Cadri21a          0.546                               0.546    0.546
##    .Cadri24a          0.545                               0.545    0.545
##    .Cadri28a          0.516                               0.516    0.516
##    .Cadri32a          0.460                               0.460    0.460
##    .Cadri8a           0.328                               0.328    0.328
##    .Cadri25a          0.407                               0.407    0.407
##    .Cadri30a          0.271                               0.271    0.271
##    .Cadri34a          0.358                               0.358    0.358
##    .Cadri29a          0.657                               0.657    0.657
##    .Cadri31a          0.432                               0.432    0.432
##    .Cadri33a          0.123                               0.123    0.123
##    .Cadri20a          0.300                               0.300    0.300
##    .Cadri35a          0.468                               0.468    0.468
##    .Cadri2a           0.643                               0.643    0.643
##    .Cadri19a          0.375                               0.375    0.375
##     V_verbal          0.541    0.052   10.475    0.000    1.000    1.000
##     V_fis_am          0.672    0.075    8.973    0.000    1.000    1.000
##     V_relaci          0.700    0.145    4.826    0.000    1.000    1.000
##     V_sexual          0.357    0.106    3.369    0.001    1.000    1.000
## 
## Scales y*:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a           1.000                               1.000    1.000
##     Cadri9a           1.000                               1.000    1.000
##     Cadri12a          1.000                               1.000    1.000
##     Cadri17a          1.000                               1.000    1.000
##     Cadri21a          1.000                               1.000    1.000
##     Cadri24a          1.000                               1.000    1.000
##     Cadri28a          1.000                               1.000    1.000
##     Cadri32a          1.000                               1.000    1.000
##     Cadri8a           1.000                               1.000    1.000
##     Cadri25a          1.000                               1.000    1.000
##     Cadri30a          1.000                               1.000    1.000
##     Cadri34a          1.000                               1.000    1.000
##     Cadri29a          1.000                               1.000    1.000
##     Cadri31a          1.000                               1.000    1.000
##     Cadri33a          1.000                               1.000    1.000
##     Cadri20a          1.000                               1.000    1.000
##     Cadri35a          1.000                               1.000    1.000
##     Cadri2a           1.000                               1.000    1.000
##     Cadri19a          1.000                               1.000    1.000
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 181 V_relaci =~ Cadri29a 34.447  0.841   0.704    0.704    0.704
## 150 V_verbal =~ Cadri29a 28.750  1.121   0.825    0.825    0.825
## 173 V_relaci =~ Cadri21a 18.145  1.004   0.840    0.840    0.840
## 280 Cadri21a ~~ Cadri35a 14.509  0.309   0.309    0.611    0.611
## 360 Cadri31a ~~ Cadri20a 11.464  0.322   0.322    0.893    0.893
## 356 Cadri29a ~~ Cadri35a 11.192  0.354   0.354    0.638    0.638
## 171 V_relaci =~ Cadri12a  9.549 -0.744  -0.622   -0.622   -0.622
## 232  Cadri9a ~~ Cadri31a  8.962  0.300   0.300    0.591    0.591
## 279 Cadri21a ~~ Cadri20a  7.987  0.255   0.255    0.629    0.629
## 353 Cadri29a ~~ Cadri31a  6.750 -0.174  -0.174   -0.327   -0.327
## 231  Cadri9a ~~ Cadri29a  6.495  0.241   0.241    0.385    0.385
## 361 Cadri31a ~~ Cadri35a  5.963 -0.156  -0.156   -0.346   -0.346
## 199 V_sexual =~ Cadri31a  5.508  0.485   0.290    0.290    0.290
## 294 Cadri24a ~~  Cadri2a  4.851 -0.186  -0.186   -0.315   -0.315
## 251 Cadri12a ~~ Cadri35a  4.705 -0.234  -0.234   -0.531   -0.531
## 161 V_fis_am =~ Cadri21a  4.689 -0.407  -0.334   -0.334   -0.334
## 168 V_fis_am =~ Cadri19a  4.628  1.201   0.984    0.984    0.984
## 167 V_fis_am =~  Cadri2a  4.627 -0.907  -0.744   -0.744   -0.744
## 179 V_relaci =~ Cadri30a  4.596 -0.286  -0.239   -0.239   -0.239
## 196 V_sexual =~ Cadri30a  4.138 -0.522  -0.312   -0.312   -0.312

2.7 Modelo 06

Se mantienen los cambios de los modelos 01 al 04 y 05 - Sin item 15, 13 (V Sexual) - Sin item 05 (Conducta amenzante) - No considerar al factor Resolución de conflictos como parte del modelo factorial - Sin item 04 y 23 (V. Verbal) - Sin item 03 (V. relacional) - Unir factor de conducta amenzante con violencia física

Se adiciona el siguiente cambio: - Ítem 21 pasa a violencia relacional: Su contenido hace referencia directamente a las relaciones de las personas

Nota: Alerta con el ítem 29. Puede tener sesgo por deseabilidad social (el modelo 07 será sin este ítem)

2.7.1 Estimador MLR

## lavaan 0.6-6 ended normally after 100 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of free parameters                         44
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                                Standard      Robust
##   Test Statistic                                418.887     240.974
##   Degrees of freedom                                146         146
##   P-value (Chi-square)                            0.000       0.000
##   Scaling correction factor                                   1.738
##        Yuan-Bentler correction (Mplus variant)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              1937.884     987.012
##   Degrees of freedom                               171         171
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  1.963
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.846       0.884
##   Tucker-Lewis Index (TLI)                       0.819       0.864
##                                                                   
##   Robust Comparative Fit Index (CFI)                         0.897
##   Robust Tucker-Lewis Index (TLI)                            0.879
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -3452.379   -3452.379
##   Scaling correction factor                                  6.675
##       for the MLR correction                                      
##   Loglikelihood unrestricted model (H1)      -3242.936   -3242.936
##   Scaling correction factor                                  2.881
##       for the MLR correction                                      
##                                                                   
##   Akaike (AIC)                                6992.759    6992.759
##   Bayesian (BIC)                              7159.382    7159.382
##   Sample-size adjusted Bayesian (BIC)         7019.817    7019.817
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.076       0.045
##   90 Percent confidence interval - lower         0.067       0.037
##   90 Percent confidence interval - upper         0.084       0.052
##   P-value RMSEA <= 0.05                          0.000       0.875
##                                                                   
##   Robust RMSEA                                               0.059
##   90 Percent confidence interval - lower                     0.045
##   90 Percent confidence interval - upper                     0.072
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.068       0.068
## 
## Parameter Estimates:
## 
##   Standard errors                             Sandwich
##   Information bread                           Observed
##   Observed information based on                Hessian
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.541    0.701
##     Cadri9a           0.757    0.103    7.356    0.000    0.410    0.533
##     Cadri12a          0.898    0.101    8.923    0.000    0.486    0.690
##     Cadri17a          0.754    0.085    8.842    0.000    0.408    0.714
##     Cadri24a          0.630    0.098    6.423    0.000    0.341    0.593
##     Cadri28a          0.913    0.102    8.942    0.000    0.494    0.625
##     Cadri32a          0.872    0.092    9.464    0.000    0.472    0.680
##   V_fis_am =~                                                           
##     Cadri8a           1.000                               0.258    0.693
##     Cadri25a          0.765    0.230    3.331    0.001    0.198    0.553
##     Cadri30a          1.228    0.289    4.247    0.000    0.317    0.744
##     Cadri34a          0.882    0.216    4.092    0.000    0.228    0.626
##     Cadri29a          0.374    0.225    1.663    0.096    0.097    0.251
##     Cadri31a          0.339    0.213    1.588    0.112    0.088    0.398
##     Cadri33a          0.641    0.168    3.805    0.000    0.166    0.618
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.197    0.581
##     Cadri21a          1.752    0.417    4.203    0.000    0.346    0.711
##     Cadri35a          1.133    0.397    2.852    0.004    0.224    0.571
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.175    0.389
##     Cadri19a          2.914    1.811    1.609    0.108    0.511    0.660
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fis_am          0.089    0.031    2.838    0.005    0.636    0.636
##     V_relaci          0.070    0.033    2.112    0.035    0.653    0.653
##     V_sexual          0.038    0.023    1.681    0.093    0.403    0.403
##   V_fis_am ~~                                                           
##     V_relaci          0.015    0.008    1.878    0.060    0.302    0.302
##     V_sexual          0.021    0.011    1.878    0.060    0.467    0.467
##   V_relaci ~~                                                           
##     V_sexual          0.009    0.008    1.165    0.244    0.271    0.271
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.303    0.037    8.092    0.000    0.303    0.509
##    .Cadri9a           0.423    0.049    8.600    0.000    0.423    0.716
##    .Cadri12a          0.259    0.041    6.307    0.000    0.259    0.523
##    .Cadri17a          0.160    0.024    6.719    0.000    0.160    0.490
##    .Cadri24a          0.215    0.024    8.892    0.000    0.215    0.649
##    .Cadri28a          0.380    0.044    8.608    0.000    0.380    0.609
##    .Cadri32a          0.259    0.038    6.806    0.000    0.259    0.538
##    .Cadri8a           0.072    0.015    4.777    0.000    0.072    0.519
##    .Cadri25a          0.089    0.020    4.457    0.000    0.089    0.694
##    .Cadri30a          0.081    0.028    2.894    0.004    0.081    0.447
##    .Cadri34a          0.081    0.022    3.612    0.000    0.081    0.608
##    .Cadri29a          0.139    0.027    5.157    0.000    0.139    0.937
##    .Cadri31a          0.041    0.023    1.760    0.078    0.041    0.842
##    .Cadri33a          0.044    0.017    2.681    0.007    0.044    0.618
##    .Cadri20a          0.077    0.029    2.649    0.008    0.077    0.663
##    .Cadri21a          0.117    0.033    3.520    0.000    0.117    0.494
##    .Cadri35a          0.103    0.030    3.423    0.001    0.103    0.674
##    .Cadri2a           0.173    0.044    3.968    0.000    0.173    0.849
##    .Cadri19a          0.339    0.179    1.901    0.057    0.339    0.565
##     V_verbal          0.293    0.060    4.892    0.000    1.000    1.000
##     V_fis_am          0.067    0.032    2.095    0.036    1.000    1.000
##     V_relaci          0.039    0.026    1.502    0.133    1.000    1.000
##     V_sexual          0.031    0.022    1.416    0.157    1.000    1.000
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 234 Cadri30a ~~ Cadri31a 32.839  0.022   0.022    0.387    0.387
## 53  V_verbal =~ Cadri29a 27.602  0.315   0.170    0.442    0.442
## 84  V_relaci =~ Cadri29a 24.482  0.671   0.132    0.344    0.344
## 257 Cadri31a ~~ Cadri20a 23.844  0.017   0.017    0.297    0.297
## 216  Cadri8a ~~ Cadri33a 19.911  0.018   0.018    0.317    0.317
## 260 Cadri31a ~~  Cadri2a 14.837  0.019   0.019    0.227    0.227
## 215  Cadri8a ~~ Cadri31a 14.635 -0.013  -0.013   -0.246   -0.246
## 250 Cadri29a ~~ Cadri33a 13.989 -0.018  -0.018   -0.225   -0.225
## 274 Cadri35a ~~  Cadri2a 13.499  0.031   0.031    0.230    0.230
## 242 Cadri34a ~~ Cadri31a 12.995 -0.013  -0.013   -0.222   -0.222
## 253 Cadri29a ~~ Cadri35a 12.051  0.025   0.025    0.208    0.208
## 165 Cadri17a ~~ Cadri31a 11.998  0.017   0.017    0.211    0.211
## 100 V_sexual =~ Cadri29a 11.467  0.703   0.123    0.320    0.320
## 75  V_relaci =~ Cadri12a  9.976 -0.919  -0.181   -0.258   -0.258
## 163 Cadri17a ~~ Cadri34a  9.711 -0.023  -0.023   -0.199   -0.199
## 150 Cadri12a ~~ Cadri31a  8.447 -0.018  -0.018   -0.175   -0.175
## 133  Cadri9a ~~ Cadri29a  7.849  0.039   0.039    0.161    0.161
## 265 Cadri33a ~~  Cadri2a  7.813 -0.015  -0.015   -0.173   -0.173
## 77  V_relaci =~ Cadri24a  7.231  0.681   0.134    0.234    0.234
## 154 Cadri12a ~~ Cadri35a  7.161 -0.028  -0.028   -0.172   -0.172

2.7.2 Estimador WLSMV

## Warning in lav_model_vcov(lavmodel = lavmodel, lavsamplestats = lavsamplestats, : lavaan WARNING:
##     The variance-covariance matrix of the estimated parameters (vcov)
##     does not appear to be positive definite! The smallest eigenvalue
##     (= -4.365953e-17) is smaller than zero. This may be a symptom that
##     the model is not identified.
## lavaan 0.6-6 ended normally after 35 iterations
## 
##   Estimator                                       DWLS
##   Optimization method                           NLMINB
##   Number of free parameters                         80
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                               Standard      Robust
##   Test Statistic                               158.470     199.551
##   Degrees of freedom                               146         146
##   P-value (Chi-square)                           0.227       0.002
##   Scaling correction factor                                  1.226
##   Shift parameter                                           70.273
##        simple second-order correction (WLSMV)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              6323.983    2674.620
##   Degrees of freedom                               171         171
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  2.458
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.998       0.979
##   Tucker-Lewis Index (TLI)                       0.998       0.975
##                                                                   
##   Robust Comparative Fit Index (CFI)                            NA
##   Robust Tucker-Lewis Index (TLI)                               NA
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.016       0.034
##   90 Percent confidence interval - lower         0.000       0.021
##   90 Percent confidence interval - upper         0.032       0.045
##   P-value RMSEA <= 0.05                          1.000       0.994
##                                                                   
##   Robust RMSEA                                                  NA
##   90 Percent confidence interval - lower                        NA
##   90 Percent confidence interval - upper                        NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.096       0.096
## 
## Weighted Root Mean Square Residual:
## 
##   WRMR                                           0.837       0.837
## 
## Parameter Estimates:
## 
##   Standard errors                           Robust.sem
##   Information                                 Expected
##   Information saturated (h1) model        Unstructured
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.741    0.741
##     Cadri9a           0.863    0.072   12.064    0.000    0.639    0.639
##     Cadri12a          1.040    0.066   15.786    0.000    0.770    0.770
##     Cadri17a          1.139    0.070   16.289    0.000    0.843    0.843
##     Cadri24a          0.919    0.062   14.847    0.000    0.681    0.681
##     Cadri28a          0.947    0.068   13.948    0.000    0.701    0.701
##     Cadri32a          0.999    0.063   15.761    0.000    0.740    0.740
##   V_fis_am =~                                                           
##     Cadri8a           1.000                               0.820    0.820
##     Cadri25a          0.940    0.075   12.449    0.000    0.770    0.770
##     Cadri30a          1.042    0.085   12.263    0.000    0.854    0.854
##     Cadri34a          0.978    0.077   12.756    0.000    0.802    0.802
##     Cadri29a          0.716    0.090    7.974    0.000    0.587    0.587
##     Cadri31a          0.916    0.108    8.469    0.000    0.751    0.751
##     Cadri33a          1.143    0.088   12.942    0.000    0.937    0.937
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.840    0.840
##     Cadri21a          1.002    0.132    7.607    0.000    0.842    0.842
##     Cadri35a          0.870    0.107    8.099    0.000    0.731    0.731
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.597    0.597
##     Cadri19a          1.326    0.295    4.490    0.000    0.791    0.791
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fis_am          0.483    0.047   10.355    0.000    0.795    0.795
##     V_relaci          0.455    0.068    6.690    0.000    0.731    0.731
##     V_sexual          0.201    0.054    3.765    0.000    0.456    0.456
##   V_fis_am ~~                                                           
##     V_relaci          0.374    0.070    5.376    0.000    0.544    0.544
##     V_sexual          0.305    0.062    4.923    0.000    0.623    0.623
##   V_relaci ~~                                                           
##     V_sexual          0.231    0.057    4.045    0.000    0.462    0.462
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.000                               0.000    0.000
##    .Cadri9a           0.000                               0.000    0.000
##    .Cadri12a          0.000                               0.000    0.000
##    .Cadri17a          0.000                               0.000    0.000
##    .Cadri24a          0.000                               0.000    0.000
##    .Cadri28a          0.000                               0.000    0.000
##    .Cadri32a          0.000                               0.000    0.000
##    .Cadri8a           0.000                               0.000    0.000
##    .Cadri25a          0.000                               0.000    0.000
##    .Cadri30a          0.000                               0.000    0.000
##    .Cadri34a          0.000                               0.000    0.000
##    .Cadri29a          0.000                               0.000    0.000
##    .Cadri31a          0.000                               0.000    0.000
##    .Cadri33a          0.000                               0.000    0.000
##    .Cadri20a          0.000                               0.000    0.000
##    .Cadri21a          0.000                               0.000    0.000
##    .Cadri35a          0.000                               0.000    0.000
##    .Cadri2a           0.000                               0.000    0.000
##    .Cadri19a          0.000                               0.000    0.000
##     V_verbal          0.000                               0.000    0.000
##     V_fis_am          0.000                               0.000    0.000
##     V_relaci          0.000                               0.000    0.000
##     V_sexual          0.000                               0.000    0.000
## 
## Thresholds:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a|t1        0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri7a|t2        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri7a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri9a|t1        0.015    0.070    0.221    0.825    0.015    0.015
##     Cadri9a|t2        1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri9a|t3        1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri12a|t1       0.549    0.074    7.465    0.000    0.549    0.549
##     Cadri12a|t2       1.495    0.107   14.000    0.000    1.495    1.495
##     Cadri12a|t3       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri17a|t1       0.844    0.079   10.623    0.000    0.844    0.844
##     Cadri17a|t2       1.654    0.118   14.003    0.000    1.654    1.654
##     Cadri17a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri24a|t1       0.445    0.072    6.162    0.000    0.445    0.445
##     Cadri24a|t2       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri24a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri28a|t1       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri28a|t2       1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri28a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri32a|t1       0.622    0.075    8.324    0.000    0.622    0.622
##     Cadri32a|t2       1.569    0.112   14.040    0.000    1.569    1.569
##     Cadri32a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri8a|t1        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri8a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri8a|t3        2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri25a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri25a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri30a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri30a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri30a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri34a|t1       1.328    0.097   13.656    0.000    1.328    1.328
##     Cadri34a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri34a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri29a|t1       1.292    0.095   13.534    0.000    1.292    1.292
##     Cadri29a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri31a|t1       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri31a|t2       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri31a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri33a|t1       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri33a|t2       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri33a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri20a|t1       1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri20a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri20a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri21a|t1       1.089    0.087   12.530    0.000    1.089    1.089
##     Cadri21a|t2       1.917    0.143   13.374    0.000    1.917    1.917
##     Cadri21a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri35a|t1       1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri35a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri35a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri2a|t1        1.386    0.100   13.817    0.000    1.386    1.386
##     Cadri2a|t2        1.968    0.149   13.174    0.000    1.968    1.968
##     Cadri2a|t3        2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri19a|t1       0.558    0.074    7.573    0.000    0.558    0.558
##     Cadri19a|t2       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri19a|t3       1.789    0.130   13.772    0.000    1.789    1.789
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.451                               0.451    0.451
##    .Cadri9a           0.592                               0.592    0.592
##    .Cadri12a          0.407                               0.407    0.407
##    .Cadri17a          0.289                               0.289    0.289
##    .Cadri24a          0.537                               0.537    0.537
##    .Cadri28a          0.508                               0.508    0.508
##    .Cadri32a          0.452                               0.452    0.452
##    .Cadri8a           0.328                               0.328    0.328
##    .Cadri25a          0.407                               0.407    0.407
##    .Cadri30a          0.270                               0.270    0.270
##    .Cadri34a          0.358                               0.358    0.358
##    .Cadri29a          0.656                               0.656    0.656
##    .Cadri31a          0.436                               0.436    0.436
##    .Cadri33a          0.122                               0.122    0.122
##    .Cadri20a          0.294                               0.294    0.294
##    .Cadri21a          0.291                               0.291    0.291
##    .Cadri35a          0.466                               0.466    0.466
##    .Cadri2a           0.644                               0.644    0.644
##    .Cadri19a          0.374                               0.374    0.374
##     V_verbal          0.549    0.053   10.436    0.000    1.000    1.000
##     V_fis_am          0.672    0.075    8.968    0.000    1.000    1.000
##     V_relaci          0.706    0.135    5.217    0.000    1.000    1.000
##     V_sexual          0.356    0.106    3.361    0.001    1.000    1.000
## 
## Scales y*:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a           1.000                               1.000    1.000
##     Cadri9a           1.000                               1.000    1.000
##     Cadri12a          1.000                               1.000    1.000
##     Cadri17a          1.000                               1.000    1.000
##     Cadri24a          1.000                               1.000    1.000
##     Cadri28a          1.000                               1.000    1.000
##     Cadri32a          1.000                               1.000    1.000
##     Cadri8a           1.000                               1.000    1.000
##     Cadri25a          1.000                               1.000    1.000
##     Cadri30a          1.000                               1.000    1.000
##     Cadri34a          1.000                               1.000    1.000
##     Cadri29a          1.000                               1.000    1.000
##     Cadri31a          1.000                               1.000    1.000
##     Cadri33a          1.000                               1.000    1.000
##     Cadri20a          1.000                               1.000    1.000
##     Cadri21a          1.000                               1.000    1.000
##     Cadri35a          1.000                               1.000    1.000
##     Cadri2a           1.000                               1.000    1.000
##     Cadri19a          1.000                               1.000    1.000
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 181 V_relaci =~ Cadri29a 30.118  0.776   0.652    0.652    0.652
## 150 V_verbal =~ Cadri29a 26.244  1.112   0.823    0.823    0.823
## 350 Cadri29a ~~ Cadri35a 10.494  0.341   0.341    0.616    0.616
## 354 Cadri31a ~~ Cadri20a 10.018  0.294   0.294    0.821    0.821
## 231  Cadri9a ~~ Cadri31a  8.973  0.300   0.300    0.591    0.591
## 346 Cadri29a ~~ Cadri31a  6.637 -0.172  -0.172   -0.322   -0.322
## 356 Cadri31a ~~ Cadri35a  6.505 -0.155  -0.155   -0.345   -0.345
## 230  Cadri9a ~~ Cadri29a  6.425  0.240   0.240    0.384    0.384
## 172 V_relaci =~ Cadri12a  6.204 -0.458  -0.384   -0.384   -0.384
## 198 V_sexual =~ Cadri31a  5.396  0.497   0.297    0.297    0.297
## 281 Cadri24a ~~  Cadri2a  4.924 -0.188  -0.188   -0.320   -0.320
## 179 V_relaci =~ Cadri30a  4.733 -0.301  -0.253   -0.253   -0.253
## 195 V_sexual =~ Cadri30a  4.157 -0.533  -0.318   -0.318   -0.318
## 347 Cadri29a ~~ Cadri33a  3.980 -0.422  -0.422   -1.490   -1.490
## 357 Cadri31a ~~  Cadri2a  3.781  0.140   0.140    0.265    0.265
## 331 Cadri30a ~~ Cadri31a  3.750  0.176   0.176    0.512    0.512
## 168 V_fis_am =~  Cadri2a  3.704 -1.077  -0.883   -0.883   -0.883
## 169 V_fis_am =~ Cadri19a  3.704  1.428   1.170    1.170    1.170
## 261 Cadri17a ~~ Cadri29a  3.601  0.174   0.174    0.400    0.400
## 371 Cadri35a ~~  Cadri2a  3.425  0.176   0.176    0.321    0.321

2.8 Modelo 07

Se mantienen los cambios de los modelos 01 al 04 y 05 - Sin item 15, 13 (V Sexual) - Sin item 05 (Conducta amenzante) - No considerar al factor Resolución de conflictos como parte del modelo factorial - Sin item 04 y 23 (V. Verbal) - Sin item 03 (V. relacional) - Unir factor de conducta amenzante con violencia física - Ítem 21 pasa a violencia relacional

Se adiciona el siguiente cambio: - Quitar el ítem 29. Presenta carga compuesta

2.8.1 Estimador MLR

## lavaan 0.6-6 ended normally after 105 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of free parameters                         42
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                                Standard      Robust
##   Test Statistic                                342.193     198.818
##   Degrees of freedom                                129         129
##   P-value (Chi-square)                            0.000       0.000
##   Scaling correction factor                                   1.721
##        Yuan-Bentler correction (Mplus variant)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              1844.236     940.536
##   Degrees of freedom                               153         153
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  1.961
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.874       0.911
##   Tucker-Lewis Index (TLI)                       0.850       0.895
##                                                                   
##   Robust Comparative Fit Index (CFI)                         0.922
##   Robust Tucker-Lewis Index (TLI)                            0.908
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -3309.409   -3309.409
##   Scaling correction factor                                  6.740
##       for the MLR correction                                      
##   Loglikelihood unrestricted model (H1)      -3138.313   -3138.313
##   Scaling correction factor                                  2.954
##       for the MLR correction                                      
##                                                                   
##   Akaike (AIC)                                6702.819    6702.819
##   Bayesian (BIC)                              6861.868    6861.868
##   Sample-size adjusted Bayesian (BIC)         6728.647    6728.647
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.071       0.041
##   90 Percent confidence interval - lower         0.062       0.032
##   90 Percent confidence interval - upper         0.080       0.049
##   P-value RMSEA <= 0.05                          0.000       0.967
##                                                                   
##   Robust RMSEA                                               0.053
##   90 Percent confidence interval - lower                     0.038
##   90 Percent confidence interval - upper                     0.068
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.057       0.057
## 
## Parameter Estimates:
## 
##   Standard errors                             Sandwich
##   Information bread                           Observed
##   Observed information based on                Hessian
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.542    0.702
##     Cadri9a           0.755    0.102    7.380    0.000    0.409    0.532
##     Cadri12a          0.898    0.100    8.997    0.000    0.486    0.691
##     Cadri17a          0.752    0.085    8.844    0.000    0.408    0.714
##     Cadri24a          0.629    0.098    6.432    0.000    0.341    0.593
##     Cadri28a          0.911    0.102    8.972    0.000    0.493    0.625
##     Cadri32a          0.872    0.091    9.538    0.000    0.473    0.681
##   V_fis_am =~                                                           
##     Cadri8a           1.000                               0.260    0.697
##     Cadri25a          0.752    0.230    3.275    0.001    0.195    0.547
##     Cadri30a          1.230    0.283    4.350    0.000    0.319    0.748
##     Cadri34a          0.880    0.222    3.959    0.000    0.228    0.627
##     Cadri31a          0.334    0.206    1.623    0.105    0.087    0.393
##     Cadri33a          0.651    0.163    3.983    0.000    0.169    0.631
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.197    0.581
##     Cadri21a          1.751    0.414    4.231    0.000    0.346    0.711
##     Cadri35a          1.134    0.398    2.851    0.004    0.224    0.571
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.175    0.387
##     Cadri19a          2.943    1.828    1.610    0.108    0.514    0.663
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fis_am          0.087    0.031    2.766    0.006    0.618    0.618
##     V_relaci          0.070    0.033    2.118    0.034    0.653    0.653
##     V_sexual          0.038    0.023    1.682    0.093    0.401    0.401
##   V_fis_am ~~                                                           
##     V_relaci          0.015    0.008    1.728    0.084    0.283    0.283
##     V_sexual          0.020    0.011    1.921    0.055    0.449    0.449
##   V_relaci ~~                                                           
##     V_sexual          0.009    0.008    1.160    0.246    0.270    0.270
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.303    0.037    8.098    0.000    0.303    0.508
##    .Cadri9a           0.424    0.049    8.606    0.000    0.424    0.717
##    .Cadri12a          0.259    0.041    6.312    0.000    0.259    0.523
##    .Cadri17a          0.160    0.024    6.669    0.000    0.160    0.491
##    .Cadri24a          0.215    0.024    8.875    0.000    0.215    0.649
##    .Cadri28a          0.380    0.044    8.610    0.000    0.380    0.610
##    .Cadri32a          0.258    0.038    6.830    0.000    0.258    0.536
##    .Cadri8a           0.071    0.015    4.888    0.000    0.071    0.515
##    .Cadri25a          0.089    0.020    4.494    0.000    0.089    0.701
##    .Cadri30a          0.080    0.028    2.826    0.005    0.080    0.440
##    .Cadri34a          0.080    0.022    3.639    0.000    0.080    0.607
##    .Cadri31a          0.041    0.024    1.725    0.085    0.041    0.845
##    .Cadri33a          0.043    0.016    2.711    0.007    0.043    0.602
##    .Cadri20a          0.077    0.029    2.649    0.008    0.077    0.663
##    .Cadri21a          0.117    0.033    3.526    0.000    0.117    0.495
##    .Cadri35a          0.103    0.030    3.426    0.001    0.103    0.674
##    .Cadri2a           0.173    0.044    3.945    0.000    0.173    0.850
##    .Cadri19a          0.337    0.181    1.858    0.063    0.337    0.561
##     V_verbal          0.293    0.060    4.915    0.000    1.000    1.000
##     V_fis_am          0.067    0.032    2.098    0.036    1.000    1.000
##     V_relaci          0.039    0.026    1.505    0.132    1.000    1.000
##     V_sexual          0.030    0.021    1.427    0.154    1.000    1.000
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 219 Cadri30a ~~ Cadri31a 34.324  0.023   0.023    0.398    0.398
## 234 Cadri31a ~~ Cadri20a 23.628  0.017   0.017    0.296    0.296
## 203  Cadri8a ~~ Cadri33a 17.411  0.017   0.017    0.302    0.302
## 237 Cadri31a ~~  Cadri2a 15.246  0.019   0.019    0.230    0.230
## 202  Cadri8a ~~ Cadri31a 14.368 -0.013  -0.013   -0.244   -0.244
## 251 Cadri35a ~~  Cadri2a 13.562  0.031   0.031    0.230    0.230
## 226 Cadri34a ~~ Cadri31a 12.555 -0.013  -0.013   -0.218   -0.218
## 156 Cadri17a ~~ Cadri31a 12.546  0.017   0.017    0.215    0.215
## 72  V_relaci =~ Cadri12a 10.209 -0.929  -0.183   -0.260   -0.260
## 200  Cadri8a ~~ Cadri30a  8.918 -0.019  -0.019   -0.257   -0.257
## 155 Cadri17a ~~ Cadri34a  8.830 -0.022  -0.022   -0.189   -0.189
## 142 Cadri12a ~~ Cadri31a  8.574 -0.018  -0.018   -0.176   -0.176
## 242 Cadri33a ~~  Cadri2a  7.526 -0.015  -0.015   -0.170   -0.170
## 217 Cadri25a ~~ Cadri19a  7.460  0.034   0.034    0.199    0.199
## 180 Cadri28a ~~ Cadri34a  7.424  0.029   0.029    0.168    0.168
## 93  V_sexual =~ Cadri25a  7.306  0.465   0.081    0.228    0.228
## 74  V_relaci =~ Cadri24a  7.200  0.679   0.134    0.233    0.233
## 127  Cadri9a ~~ Cadri31a  7.182  0.020   0.020    0.155    0.155
## 146 Cadri12a ~~ Cadri35a  7.058 -0.028  -0.028   -0.171   -0.171
## 161 Cadri17a ~~  Cadri2a  6.626  0.027   0.027    0.161    0.161

2.8.2 Estimador WLSMV

## Warning in lav_model_vcov(lavmodel = lavmodel, lavsamplestats = lavsamplestats, : lavaan WARNING:
##     The variance-covariance matrix of the estimated parameters (vcov)
##     does not appear to be positive definite! The smallest eigenvalue
##     (= -5.186196e-17) is smaller than zero. This may be a symptom that
##     the model is not identified.
## lavaan 0.6-6 ended normally after 32 iterations
## 
##   Estimator                                       DWLS
##   Optimization method                           NLMINB
##   Number of free parameters                         77
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                               Standard      Robust
##   Test Statistic                               112.321     157.799
##   Degrees of freedom                               129         129
##   P-value (Chi-square)                           0.852       0.043
##   Scaling correction factor                                  1.139
##   Shift parameter                                           59.196
##        simple second-order correction (WLSMV)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              6023.208    2620.833
##   Degrees of freedom                               153         153
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  2.379
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    1.000       0.988
##   Tucker-Lewis Index (TLI)                       1.003       0.986
##                                                                   
##   Robust Comparative Fit Index (CFI)                            NA
##   Robust Tucker-Lewis Index (TLI)                               NA
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.000       0.026
##   90 Percent confidence interval - lower         0.000       0.005
##   90 Percent confidence interval - upper         0.016       0.039
##   P-value RMSEA <= 0.05                          1.000       0.999
##                                                                   
##   Robust RMSEA                                                  NA
##   90 Percent confidence interval - lower                        NA
##   90 Percent confidence interval - upper                        NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.082       0.082
## 
## Weighted Root Mean Square Residual:
## 
##   WRMR                                           0.738       0.738
## 
## Parameter Estimates:
## 
##   Standard errors                           Robust.sem
##   Information                                 Expected
##   Information saturated (h1) model        Unstructured
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.745    0.745
##     Cadri9a           0.849    0.071   11.962    0.000    0.632    0.632
##     Cadri12a          1.040    0.065   16.093    0.000    0.775    0.775
##     Cadri17a          1.128    0.069   16.414    0.000    0.840    0.840
##     Cadri24a          0.917    0.061   15.010    0.000    0.683    0.683
##     Cadri28a          0.936    0.067   13.895    0.000    0.697    0.697
##     Cadri32a          0.995    0.062   16.074    0.000    0.741    0.741
##   V_fis_am =~                                                           
##     Cadri8a           1.000                               0.829    0.829
##     Cadri25a          0.935    0.073   12.808    0.000    0.775    0.775
##     Cadri30a          1.046    0.082   12.726    0.000    0.867    0.867
##     Cadri34a          0.980    0.075   13.032    0.000    0.813    0.813
##     Cadri31a          0.952    0.113    8.420    0.000    0.790    0.790
##     Cadri33a          1.130    0.086   13.147    0.000    0.937    0.937
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.843    0.843
##     Cadri21a          1.002    0.131    7.664    0.000    0.845    0.845
##     Cadri35a          0.860    0.108    7.988    0.000    0.725    0.725
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.593    0.593
##     Cadri19a          1.344    0.296    4.545    0.000    0.797    0.797
## 
## Covariances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal ~~                                                           
##     V_fis_am          0.474    0.046   10.191    0.000    0.767    0.767
##     V_relaci          0.459    0.068    6.737    0.000    0.731    0.731
##     V_sexual          0.200    0.053    3.790    0.000    0.454    0.454
##   V_fis_am ~~                                                           
##     V_relaci          0.343    0.071    4.802    0.000    0.491    0.491
##     V_sexual          0.296    0.059    5.047    0.000    0.602    0.602
##   V_relaci ~~                                                           
##     V_sexual          0.230    0.056    4.086    0.000    0.460    0.460
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.000                               0.000    0.000
##    .Cadri9a           0.000                               0.000    0.000
##    .Cadri12a          0.000                               0.000    0.000
##    .Cadri17a          0.000                               0.000    0.000
##    .Cadri24a          0.000                               0.000    0.000
##    .Cadri28a          0.000                               0.000    0.000
##    .Cadri32a          0.000                               0.000    0.000
##    .Cadri8a           0.000                               0.000    0.000
##    .Cadri25a          0.000                               0.000    0.000
##    .Cadri30a          0.000                               0.000    0.000
##    .Cadri34a          0.000                               0.000    0.000
##    .Cadri31a          0.000                               0.000    0.000
##    .Cadri33a          0.000                               0.000    0.000
##    .Cadri20a          0.000                               0.000    0.000
##    .Cadri21a          0.000                               0.000    0.000
##    .Cadri35a          0.000                               0.000    0.000
##    .Cadri2a           0.000                               0.000    0.000
##    .Cadri19a          0.000                               0.000    0.000
##     V_verbal          0.000                               0.000    0.000
##     V_fis_am          0.000                               0.000    0.000
##     V_relaci          0.000                               0.000    0.000
##     V_sexual          0.000                               0.000    0.000
## 
## Thresholds:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a|t1        0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri7a|t2        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri7a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri9a|t1        0.015    0.070    0.221    0.825    0.015    0.015
##     Cadri9a|t2        1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri9a|t3        1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri12a|t1       0.549    0.074    7.465    0.000    0.549    0.549
##     Cadri12a|t2       1.495    0.107   14.000    0.000    1.495    1.495
##     Cadri12a|t3       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri17a|t1       0.844    0.079   10.623    0.000    0.844    0.844
##     Cadri17a|t2       1.654    0.118   14.003    0.000    1.654    1.654
##     Cadri17a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri24a|t1       0.445    0.072    6.162    0.000    0.445    0.445
##     Cadri24a|t2       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri24a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri28a|t1       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri28a|t2       1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri28a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri32a|t1       0.622    0.075    8.324    0.000    0.622    0.622
##     Cadri32a|t2       1.569    0.112   14.040    0.000    1.569    1.569
##     Cadri32a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri8a|t1        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri8a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri8a|t3        2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri25a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri25a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri30a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri30a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri30a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri34a|t1       1.328    0.097   13.656    0.000    1.328    1.328
##     Cadri34a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri34a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri31a|t1       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri31a|t2       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri31a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri33a|t1       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri33a|t2       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri33a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri20a|t1       1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri20a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri20a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri21a|t1       1.089    0.087   12.530    0.000    1.089    1.089
##     Cadri21a|t2       1.917    0.143   13.374    0.000    1.917    1.917
##     Cadri21a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri35a|t1       1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri35a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri35a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri2a|t1        1.386    0.100   13.817    0.000    1.386    1.386
##     Cadri2a|t2        1.968    0.149   13.174    0.000    1.968    1.968
##     Cadri2a|t3        2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri19a|t1       0.558    0.074    7.573    0.000    0.558    0.558
##     Cadri19a|t2       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri19a|t3       1.789    0.130   13.772    0.000    1.789    1.789
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.445                               0.445    0.445
##    .Cadri9a           0.600                               0.600    0.600
##    .Cadri12a          0.400                               0.400    0.400
##    .Cadri17a          0.294                               0.294    0.294
##    .Cadri24a          0.534                               0.534    0.534
##    .Cadri28a          0.514                               0.514    0.514
##    .Cadri32a          0.451                               0.451    0.451
##    .Cadri8a           0.312                               0.312    0.312
##    .Cadri25a          0.399                               0.399    0.399
##    .Cadri30a          0.248                               0.248    0.248
##    .Cadri34a          0.340                               0.340    0.340
##    .Cadri31a          0.376                               0.376    0.376
##    .Cadri33a          0.122                               0.122    0.122
##    .Cadri20a          0.290                               0.290    0.290
##    .Cadri21a          0.287                               0.287    0.287
##    .Cadri35a          0.475                               0.475    0.475
##    .Cadri2a           0.649                               0.649    0.649
##    .Cadri19a          0.365                               0.365    0.365
##     V_verbal          0.555    0.052   10.596    0.000    1.000    1.000
##     V_fis_am          0.688    0.074    9.275    0.000    1.000    1.000
##     V_relaci          0.710    0.135    5.244    0.000    1.000    1.000
##     V_sexual          0.351    0.104    3.377    0.001    1.000    1.000
## 
## Scales y*:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a           1.000                               1.000    1.000
##     Cadri9a           1.000                               1.000    1.000
##     Cadri12a          1.000                               1.000    1.000
##     Cadri17a          1.000                               1.000    1.000
##     Cadri24a          1.000                               1.000    1.000
##     Cadri28a          1.000                               1.000    1.000
##     Cadri32a          1.000                               1.000    1.000
##     Cadri8a           1.000                               1.000    1.000
##     Cadri25a          1.000                               1.000    1.000
##     Cadri30a          1.000                               1.000    1.000
##     Cadri34a          1.000                               1.000    1.000
##     Cadri31a          1.000                               1.000    1.000
##     Cadri33a          1.000                               1.000    1.000
##     Cadri20a          1.000                               1.000    1.000
##     Cadri21a          1.000                               1.000    1.000
##     Cadri35a          1.000                               1.000    1.000
##     Cadri2a           1.000                               1.000    1.000
##     Cadri19a          1.000                               1.000    1.000
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 327 Cadri31a ~~ Cadri20a 11.424  0.316   0.316    0.956    0.956
## 220  Cadri9a ~~ Cadri31a  8.898  0.299   0.299    0.630    0.630
## 165 V_relaci =~ Cadri12a  7.244 -0.475  -0.400   -0.400   -0.400
## 189 V_sexual =~ Cadri31a  5.742  0.510   0.302    0.302    0.302
## 267 Cadri24a ~~  Cadri2a  4.858 -0.187  -0.187   -0.318   -0.318
## 329 Cadri31a ~~ Cadri35a  4.785 -0.134  -0.134   -0.318   -0.318
## 187 V_sexual =~ Cadri30a  3.903 -0.507  -0.300   -0.300   -0.300
## 330 Cadri31a ~~  Cadri2a  3.695  0.141   0.141    0.285    0.285
## 344 Cadri35a ~~  Cadri2a  3.597  0.180   0.180    0.324    0.324
## 231 Cadri12a ~~  Cadri8a  3.549  0.145   0.145    0.410    0.410
## 295  Cadri8a ~~ Cadri31a  3.505 -0.227  -0.227   -0.663   -0.663
## 160 V_fis_am =~ Cadri35a  3.495 -0.237  -0.197   -0.197   -0.197
## 161 V_fis_am =~  Cadri2a  3.446 -0.883  -0.732   -0.732   -0.732
## 162 V_fis_am =~ Cadri19a  3.445  1.186   0.984    0.984    0.984
## 153 V_fis_am =~ Cadri12a  2.954  0.231   0.191    0.191    0.191
## 304 Cadri25a ~~ Cadri31a  2.797 -0.189  -0.189   -0.489   -0.489
## 239 Cadri12a ~~ Cadri35a  2.759 -0.178  -0.178   -0.408   -0.408
## 317 Cadri30a ~~  Cadri2a  2.660 -0.141  -0.141   -0.352   -0.352
## 199  Cadri7a ~~ Cadri32a  2.623  0.097   0.097    0.215    0.215
## 240 Cadri12a ~~  Cadri2a  2.578 -0.185  -0.185   -0.363   -0.363

2.8.3 Fiabilidad del modelo WLSMV

## For constructs with categorical indicators, the alpha and the average variance extracted are calculated from polychoric (polyserial) correlations, not from Pearson correlations.
##         V_verbal  V_fis_am  V_relaci  V_sexual
## alpha  0.8869414 0.9257101 0.8443092 0.6416203
## omega  0.8206993 0.8162186 0.6694553 0.5237891
## omega2 0.8206993 0.8162186 0.6694553 0.5237891
## omega3 0.8260642 0.8205415 0.6686990 0.5237894
## avevar 0.5373890 0.7006245 0.6496149 0.4931354

2.9 Modelo 08: Segundo orden

Este modelo de segundo orden está basado en el Modelo 04 Fork que incluye los cambios encontrados en el modelo 07 con respecto a los ítems, pero considerando al factor de conducta amenzante.

2.9.1 Estimador MLR

## lavaan 0.6-6 ended normally after 105 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of free parameters                         41
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                                Standard      Robust
##   Test Statistic                                403.491     249.682
##   Degrees of freedom                                130         130
##   P-value (Chi-square)                            0.000       0.000
##   Scaling correction factor                                   1.616
##        Yuan-Bentler correction (Mplus variant)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              1844.236     940.536
##   Degrees of freedom                               153         153
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  1.961
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.838       0.848
##   Tucker-Lewis Index (TLI)                       0.810       0.821
##                                                                   
##   Robust Comparative Fit Index (CFI)                         0.875
##   Robust Tucker-Lewis Index (TLI)                            0.853
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -3340.058   -3340.058
##   Scaling correction factor                                  7.195
##       for the MLR correction                                      
##   Loglikelihood unrestricted model (H1)      -3138.313   -3138.313
##   Scaling correction factor                                  2.954
##       for the MLR correction                                      
##                                                                   
##   Akaike (AIC)                                6762.117    6762.117
##   Bayesian (BIC)                              6917.379    6917.379
##   Sample-size adjusted Bayesian (BIC)         6787.330    6787.330
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.080       0.053
##   90 Percent confidence interval - lower         0.072       0.045
##   90 Percent confidence interval - upper         0.089       0.061
##   P-value RMSEA <= 0.05                          0.000       0.248
##                                                                   
##   Robust RMSEA                                               0.068
##   90 Percent confidence interval - lower                     0.055
##   90 Percent confidence interval - upper                     0.080
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.077       0.077
## 
## Parameter Estimates:
## 
##   Standard errors                             Sandwich
##   Information bread                           Observed
##   Observed information based on                Hessian
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.541    0.701
##     Cadri9a           0.753    0.103    7.295    0.000    0.408    0.530
##     Cadri12a          0.919    0.105    8.734    0.000    0.498    0.707
##     Cadri17a          0.744    0.088    8.469    0.000    0.403    0.706
##     Cadri24a          0.616    0.096    6.399    0.000    0.334    0.580
##     Cadri28a          0.914    0.109    8.419    0.000    0.495    0.627
##     Cadri32a          0.874    0.093    9.364    0.000    0.473    0.682
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.259    0.696
##     Cadri25a          0.786    0.243    3.236    0.001    0.204    0.571
##     Cadri30a          1.190    0.255    4.674    0.000    0.308    0.723
##     Cadri34a          0.892    0.229    3.888    0.000    0.231    0.635
##   C_amenaz =~                                                           
##     Cadri31a          1.000                               0.094    0.425
##     Cadri33a          1.980    1.165    1.699    0.089    0.185    0.692
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.193    0.566
##     Cadri21a          1.858    0.549    3.385    0.001    0.358    0.736
##     Cadri35a          1.138    0.387    2.936    0.003    0.219    0.559
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.168    0.372
##     Cadri19a          3.183    1.889    1.685    0.092    0.534    0.689
##   Violencia =~                                                          
##     V_fisica          1.000                               0.917    0.917
##     V_verbal          1.621    0.607    2.669    0.008    0.711    0.711
##     C_amenaz          0.356    0.220    1.621    0.105    0.904    0.904
##     V_relaci          0.369    0.231    1.600    0.110    0.455    0.455
##     V_sexual          0.341    0.276    1.237    0.216    0.483    0.483
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.303    0.041    7.412    0.000    0.303    0.508
##    .Cadri9a           0.425    0.050    8.583    0.000    0.425    0.719
##    .Cadri12a          0.248    0.041    6.086    0.000    0.248    0.500
##    .Cadri17a          0.164    0.025    6.484    0.000    0.164    0.502
##    .Cadri24a          0.219    0.024    9.018    0.000    0.219    0.663
##    .Cadri28a          0.379    0.045    8.362    0.000    0.379    0.607
##    .Cadri32a          0.258    0.037    6.943    0.000    0.258    0.535
##    .Cadri8a           0.072    0.015    4.888    0.000    0.072    0.516
##    .Cadri25a          0.086    0.021    4.178    0.000    0.086    0.674
##    .Cadri30a          0.087    0.030    2.893    0.004    0.087    0.477
##    .Cadri34a          0.079    0.023    3.506    0.000    0.079    0.597
##    .Cadri31a          0.040    0.025    1.599    0.110    0.040    0.819
##    .Cadri33a          0.037    0.024    1.562    0.118    0.037    0.521
##    .Cadri20a          0.078    0.031    2.520    0.012    0.078    0.679
##    .Cadri21a          0.108    0.039    2.802    0.005    0.108    0.459
##    .Cadri35a          0.105    0.033    3.167    0.002    0.105    0.687
##    .Cadri2a           0.175    0.044    3.986    0.000    0.175    0.861
##    .Cadri19a          0.315    0.184    1.717    0.086    0.315    0.525
##    .V_verbal          0.145    0.056    2.596    0.009    0.494    0.494
##    .V_fisica          0.011    0.012    0.911    0.362    0.160    0.160
##    .C_amenaz          0.002    0.004    0.369    0.712    0.184    0.184
##    .V_relaci          0.029    0.020    1.444    0.149    0.793    0.793
##    .V_sexual          0.022    0.014    1.509    0.131    0.767    0.767
##     Violencia         0.056    0.034    1.637    0.102    1.000    1.000

2.9.2 Estimador WLSMV

## Warning in lav_model_vcov(lavmodel = lavmodel, lavsamplestats = lavsamplestats, : lavaan WARNING:
##     The variance-covariance matrix of the estimated parameters (vcov)
##     does not appear to be positive definite! The smallest eigenvalue
##     (= -5.666205e-17) is smaller than zero. This may be a symptom that
##     the model is not identified.
## lavaan 0.6-6 ended normally after 32 iterations
## 
##   Estimator                                       DWLS
##   Optimization method                           NLMINB
##   Number of free parameters                         76
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                               Standard      Robust
##   Test Statistic                               147.253     185.018
##   Degrees of freedom                               130         130
##   P-value (Chi-square)                           0.143       0.001
##   Scaling correction factor                                  1.177
##   Shift parameter                                           59.913
##        simple second-order correction (WLSMV)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              6023.208    2620.833
##   Degrees of freedom                               153         153
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  2.379
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.997       0.978
##   Tucker-Lewis Index (TLI)                       0.997       0.974
##                                                                   
##   Robust Comparative Fit Index (CFI)                            NA
##   Robust Tucker-Lewis Index (TLI)                               NA
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.020       0.036
##   90 Percent confidence interval - lower         0.000       0.023
##   90 Percent confidence interval - upper         0.035       0.047
##   P-value RMSEA <= 0.05                          1.000       0.980
##                                                                   
##   Robust RMSEA                                                  NA
##   90 Percent confidence interval - lower                        NA
##   90 Percent confidence interval - upper                        NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.094       0.094
## 
## Weighted Root Mean Square Residual:
## 
##   WRMR                                           0.845       0.845
## 
## Parameter Estimates:
## 
##   Standard errors                           Robust.sem
##   Information                                 Expected
##   Information saturated (h1) model        Unstructured
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.745    0.745
##     Cadri9a           0.848    0.071   11.964    0.000    0.632    0.632
##     Cadri12a          1.036    0.064   16.094    0.000    0.772    0.772
##     Cadri17a          1.129    0.070   16.174    0.000    0.841    0.841
##     Cadri24a          0.918    0.061   14.991    0.000    0.684    0.684
##     Cadri28a          0.940    0.068   13.757    0.000    0.700    0.700
##     Cadri32a          0.993    0.062   15.968    0.000    0.740    0.740
##   V_fisica =~                                                           
##     Cadri8a           1.000                               0.839    0.839
##     Cadri25a          0.934    0.074   12.618    0.000    0.784    0.784
##     Cadri30a          1.052    0.085   12.332    0.000    0.882    0.882
##     Cadri34a          0.982    0.076   12.949    0.000    0.823    0.823
##   C_amenaz =~                                                           
##     Cadri31a          1.000                               0.750    0.750
##     Cadri33a          1.331    0.169    7.876    0.000    0.998    0.998
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.853    0.853
##     Cadri21a          1.018    0.140    7.268    0.000    0.868    0.868
##     Cadri35a          0.806    0.104    7.722    0.000    0.687    0.687
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.596    0.596
##     Cadri19a          1.331    0.301    4.420    0.000    0.793    0.793
##   Violencia =~                                                          
##     V_fisica          1.000                               0.874    0.874
##     V_verbal          0.887    0.101    8.822    0.000    0.872    0.872
##     C_amenaz          0.999    0.139    7.200    0.000    0.976    0.976
##     V_relaci          0.836    0.133    6.283    0.000    0.719    0.719
##     V_sexual          0.483    0.104    4.637    0.000    0.594    0.594
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.000                               0.000    0.000
##    .Cadri9a           0.000                               0.000    0.000
##    .Cadri12a          0.000                               0.000    0.000
##    .Cadri17a          0.000                               0.000    0.000
##    .Cadri24a          0.000                               0.000    0.000
##    .Cadri28a          0.000                               0.000    0.000
##    .Cadri32a          0.000                               0.000    0.000
##    .Cadri8a           0.000                               0.000    0.000
##    .Cadri25a          0.000                               0.000    0.000
##    .Cadri30a          0.000                               0.000    0.000
##    .Cadri34a          0.000                               0.000    0.000
##    .Cadri31a          0.000                               0.000    0.000
##    .Cadri33a          0.000                               0.000    0.000
##    .Cadri20a          0.000                               0.000    0.000
##    .Cadri21a          0.000                               0.000    0.000
##    .Cadri35a          0.000                               0.000    0.000
##    .Cadri2a           0.000                               0.000    0.000
##    .Cadri19a          0.000                               0.000    0.000
##    .V_verbal          0.000                               0.000    0.000
##    .V_fisica          0.000                               0.000    0.000
##    .C_amenaz          0.000                               0.000    0.000
##    .V_relaci          0.000                               0.000    0.000
##    .V_sexual          0.000                               0.000    0.000
##     Violencia         0.000                               0.000    0.000
## 
## Thresholds:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a|t1        0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri7a|t2        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri7a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri9a|t1        0.015    0.070    0.221    0.825    0.015    0.015
##     Cadri9a|t2        1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri9a|t3        1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri12a|t1       0.549    0.074    7.465    0.000    0.549    0.549
##     Cadri12a|t2       1.495    0.107   14.000    0.000    1.495    1.495
##     Cadri12a|t3       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri17a|t1       0.844    0.079   10.623    0.000    0.844    0.844
##     Cadri17a|t2       1.654    0.118   14.003    0.000    1.654    1.654
##     Cadri17a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri24a|t1       0.445    0.072    6.162    0.000    0.445    0.445
##     Cadri24a|t2       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri24a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri28a|t1       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri28a|t2       1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri28a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri32a|t1       0.622    0.075    8.324    0.000    0.622    0.622
##     Cadri32a|t2       1.569    0.112   14.040    0.000    1.569    1.569
##     Cadri32a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri8a|t1        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri8a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri8a|t3        2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri25a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri25a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri30a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri30a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri30a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri34a|t1       1.328    0.097   13.656    0.000    1.328    1.328
##     Cadri34a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri34a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri31a|t1       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri31a|t2       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri31a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri33a|t1       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri33a|t2       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri33a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri20a|t1       1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri20a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri20a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri21a|t1       1.089    0.087   12.530    0.000    1.089    1.089
##     Cadri21a|t2       1.917    0.143   13.374    0.000    1.917    1.917
##     Cadri21a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri35a|t1       1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri35a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri35a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri2a|t1        1.386    0.100   13.817    0.000    1.386    1.386
##     Cadri2a|t2        1.968    0.149   13.174    0.000    1.968    1.968
##     Cadri2a|t3        2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri19a|t1       0.558    0.074    7.573    0.000    0.558    0.558
##     Cadri19a|t2       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri19a|t3       1.789    0.130   13.772    0.000    1.789    1.789
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.445                               0.445    0.445
##    .Cadri9a           0.601                               0.601    0.601
##    .Cadri12a          0.404                               0.404    0.404
##    .Cadri17a          0.292                               0.292    0.292
##    .Cadri24a          0.533                               0.533    0.533
##    .Cadri28a          0.510                               0.510    0.510
##    .Cadri32a          0.452                               0.452    0.452
##    .Cadri8a           0.297                               0.297    0.297
##    .Cadri25a          0.386                               0.386    0.386
##    .Cadri30a          0.222                               0.222    0.222
##    .Cadri34a          0.322                               0.322    0.322
##    .Cadri31a          0.438                               0.438    0.438
##    .Cadri33a          0.003                               0.003    0.003
##    .Cadri20a          0.273                               0.273    0.273
##    .Cadri21a          0.246                               0.246    0.246
##    .Cadri35a          0.528                               0.528    0.528
##    .Cadri2a           0.645                               0.645    0.645
##    .Cadri19a          0.371                               0.371    0.371
##    .V_verbal          0.133    0.049    2.700    0.007    0.239    0.239
##    .V_fisica          0.166    0.054    3.065    0.002    0.237    0.237
##    .C_amenaz          0.027    0.047    0.570    0.568    0.048    0.048
##    .V_relaci          0.351    0.094    3.748    0.000    0.483    0.483
##    .V_sexual          0.230    0.086    2.659    0.008    0.648    0.648
##     Violencia         0.537    0.086    6.261    0.000    1.000    1.000
## 
## Scales y*:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a           1.000                               1.000    1.000
##     Cadri9a           1.000                               1.000    1.000
##     Cadri12a          1.000                               1.000    1.000
##     Cadri17a          1.000                               1.000    1.000
##     Cadri24a          1.000                               1.000    1.000
##     Cadri28a          1.000                               1.000    1.000
##     Cadri32a          1.000                               1.000    1.000
##     Cadri8a           1.000                               1.000    1.000
##     Cadri25a          1.000                               1.000    1.000
##     Cadri30a          1.000                               1.000    1.000
##     Cadri34a          1.000                               1.000    1.000
##     Cadri31a          1.000                               1.000    1.000
##     Cadri33a          1.000                               1.000    1.000
##     Cadri20a          1.000                               1.000    1.000
##     Cadri21a          1.000                               1.000    1.000
##     Cadri35a          1.000                               1.000    1.000
##     Cadri2a           1.000                               1.000    1.000
##     Cadri19a          1.000                               1.000    1.000
##          lhs op      rhs     mi    epc sepc.lv sepc.all sepc.nox
## 388 V_verbal ~~ V_relaci 33.650  0.215   0.996    0.996    0.996
## 392 V_fisica ~~ V_relaci 19.289 -0.216  -0.893   -0.893   -0.893
## 391 V_fisica ~~ C_amenaz 16.734  0.192   2.864    2.864    2.864
## 368 Cadri31a ~~ Cadri35a 16.413 -0.252  -0.252   -0.523   -0.523
## 387 V_verbal ~~ C_amenaz 11.415 -0.155  -2.584   -2.584   -2.584
## 162 V_fisica =~ Cadri33a 10.635  1.327   1.113    1.113    1.113
## 351 Cadri30a ~~ Cadri31a  8.887  0.271   0.271    0.872    0.872
## 210 V_sexual =~ Cadri31a  8.517  0.577   0.344    0.344    0.344
## 259  Cadri9a ~~ Cadri31a  7.803  0.283   0.283    0.551    0.551
## 395 C_amenaz ~~ V_relaci  7.260 -0.135  -1.390   -1.390   -1.390
## 188 V_relaci =~ Cadri24a  6.584  0.292   0.249    0.249    0.249
## 306 Cadri24a ~~  Cadri2a  6.478 -0.215  -0.215   -0.367   -0.367
## 148 V_verbal =~ Cadri33a  6.296 -1.256  -0.936   -0.936   -0.936
## 195 V_relaci =~ Cadri31a  5.876 -0.422  -0.359   -0.359   -0.359
## 194 V_relaci =~ Cadri34a  5.607 -0.492  -0.420   -0.420   -0.420
## 369 Cadri31a ~~  Cadri2a  5.138  0.159   0.159    0.299    0.299
## 389 V_verbal ~~ V_sexual  4.492 -0.059  -0.339   -0.339   -0.339
## 304 Cadri24a ~~ Cadri21a  4.478  0.145   0.145    0.400    0.400
## 193 V_relaci =~ Cadri30a  4.303 -0.395  -0.337   -0.337   -0.337
## 152 V_verbal =~  Cadri2a  4.177 -0.779  -0.580   -0.580   -0.580

2.9.3 Fiabilidad del Modelo WLSMV en segundo orden

## For constructs with categorical indicators, the alpha and the average variance extracted are calculated from polychoric (polyserial) correlations, not from Pearson correlations.
## Higher-order factors were ignored.
##         V_verbal  V_fisica  C_amenaz  V_relaci  V_sexual
## alpha  0.8869414 0.9004611 0.8562722 0.8443092 0.6416203
## omega  0.8207374 0.7758540 0.7471913 0.6761243 0.5205314
## omega2 0.8207374 0.7758540 0.7471913 0.6761243 0.5205314
## omega3 0.8262074 0.7763676 0.7471911 0.6737246 0.5205319
## avevar 0.5374648 0.6934609 0.7795125 0.6507830 0.4917860
##        omegaL1        omegaL2 partialOmegaL1 
##      0.8709181      0.9127616      0.9509889

2.10 Modelo 09

Este modelo de segundo orden está basado en el Modelo 07 que no considera al factor de conducta amenzante.

2.10.1 Estimador MLR

## Warning in lav_object_post_check(object): lavaan WARNING: some estimated lv
## variances are negative
## lavaan 0.6-6 ended normally after 99 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of free parameters                         40
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                                Standard      Robust
##   Test Statistic                                354.028     208.290
##   Degrees of freedom                                131         131
##   P-value (Chi-square)                            0.000       0.000
##   Scaling correction factor                                   1.700
##        Yuan-Bentler correction (Mplus variant)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              1844.236     940.536
##   Degrees of freedom                               153         153
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  1.961
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    0.868       0.902
##   Tucker-Lewis Index (TLI)                       0.846       0.885
##                                                                   
##   Robust Comparative Fit Index (CFI)                         0.915
##   Robust Tucker-Lewis Index (TLI)                            0.901
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -3315.327   -3315.327
##   Scaling correction factor                                  7.061
##       for the MLR correction                                      
##   Loglikelihood unrestricted model (H1)      -3138.313   -3138.313
##   Scaling correction factor                                  2.954
##       for the MLR correction                                      
##                                                                   
##   Akaike (AIC)                                6710.654    6710.654
##   Bayesian (BIC)                              6862.130    6862.130
##   Sample-size adjusted Bayesian (BIC)         6735.253    6735.253
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.072       0.043
##   90 Percent confidence interval - lower         0.063       0.034
##   90 Percent confidence interval - upper         0.081       0.051
##   P-value RMSEA <= 0.05                          0.000       0.933
##                                                                   
##   Robust RMSEA                                               0.055
##   90 Percent confidence interval - lower                     0.041
##   90 Percent confidence interval - upper                     0.069
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.061       0.061
## 
## Parameter Estimates:
## 
##   Standard errors                             Sandwich
##   Information bread                           Observed
##   Observed information based on                Hessian
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.542    0.702
##     Cadri9a           0.758    0.103    7.375    0.000    0.411    0.534
##     Cadri12a          0.896    0.101    8.899    0.000    0.485    0.690
##     Cadri17a          0.752    0.085    8.859    0.000    0.407    0.713
##     Cadri24a          0.627    0.098    6.425    0.000    0.340    0.591
##     Cadri28a          0.911    0.102    8.921    0.000    0.494    0.625
##     Cadri32a          0.872    0.092    9.506    0.000    0.473    0.681
##   V_fis_am =~                                                           
##     Cadri8a           1.000                               0.261    0.702
##     Cadri25a          0.740    0.233    3.176    0.001    0.194    0.542
##     Cadri30a          1.213    0.271    4.472    0.000    0.317    0.744
##     Cadri34a          0.866    0.219    3.954    0.000    0.226    0.621
##     Cadri31a          0.329    0.202    1.624    0.104    0.086    0.390
##     Cadri33a          0.658    0.160    4.107    0.000    0.172    0.642
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.196    0.578
##     Cadri21a          1.774    0.440    4.034    0.000    0.348    0.717
##     Cadri35a          1.132    0.390    2.903    0.004    0.222    0.568
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.178    0.394
##     Cadri19a          2.838    1.670    1.699    0.089    0.505    0.651
##   Violencia =~                                                          
##     V_fis_am          1.000                               0.595    0.595
##     V_verbal          3.621    1.569    2.307    0.021    1.039    1.039
##     V_relaci          0.786    0.462    1.700    0.089    0.622    0.622
##     V_sexual          0.464    0.310    1.498    0.134    0.406    0.406
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.302    0.037    8.071    0.000    0.302    0.507
##    .Cadri9a           0.423    0.049    8.585    0.000    0.423    0.715
##    .Cadri12a          0.260    0.041    6.328    0.000    0.260    0.524
##    .Cadri17a          0.160    0.024    6.696    0.000    0.160    0.491
##    .Cadri24a          0.215    0.024    8.860    0.000    0.215    0.650
##    .Cadri28a          0.380    0.044    8.584    0.000    0.380    0.609
##    .Cadri32a          0.258    0.038    6.805    0.000    0.258    0.536
##    .Cadri8a           0.070    0.014    4.924    0.000    0.070    0.508
##    .Cadri25a          0.090    0.020    4.439    0.000    0.090    0.706
##    .Cadri30a          0.081    0.031    2.664    0.008    0.081    0.447
##    .Cadri34a          0.081    0.022    3.624    0.000    0.081    0.614
##    .Cadri31a          0.041    0.024    1.701    0.089    0.041    0.848
##    .Cadri33a          0.042    0.016    2.717    0.007    0.042    0.588
##    .Cadri20a          0.077    0.029    2.626    0.009    0.077    0.666
##    .Cadri21a          0.115    0.033    3.436    0.001    0.115    0.486
##    .Cadri35a          0.104    0.031    3.373    0.001    0.104    0.678
##    .Cadri2a           0.172    0.044    3.892    0.000    0.172    0.845
##    .Cadri19a          0.346    0.171    2.026    0.043    0.346    0.576
##    .V_verbal         -0.023    0.089   -0.262    0.793   -0.079   -0.079
##    .V_fis_am          0.044    0.021    2.096    0.036    0.646    0.646
##    .V_relaci          0.024    0.016    1.521    0.128    0.613    0.613
##    .V_sexual          0.026    0.018    1.488    0.137    0.835    0.835
##     Violencia         0.024    0.017    1.408    0.159    1.000    1.000

2.10.2 Estimador WLSMV

## Warning in lav_model_vcov(lavmodel = lavmodel, lavsamplestats = lavsamplestats, : lavaan WARNING:
##     The variance-covariance matrix of the estimated parameters (vcov)
##     does not appear to be positive definite! The smallest eigenvalue
##     (= -2.408315e-17) is smaller than zero. This may be a symptom that
##     the model is not identified.
## lavaan 0.6-6 ended normally after 35 iterations
## 
##   Estimator                                       DWLS
##   Optimization method                           NLMINB
##   Number of free parameters                         75
##                                                       
##   Number of observations                           326
##                                                       
## Model Test User Model:
##                                               Standard      Robust
##   Test Statistic                               133.336     175.084
##   Degrees of freedom                               131         131
##   P-value (Chi-square)                           0.427       0.006
##   Scaling correction factor                                  1.164
##   Shift parameter                                           60.551
##        simple second-order correction (WLSMV)                     
## 
## Model Test Baseline Model:
## 
##   Test statistic                              6023.208    2620.833
##   Degrees of freedom                               153         153
##   P-value                                        0.000       0.000
##   Scaling correction factor                                  2.379
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    1.000       0.982
##   Tucker-Lewis Index (TLI)                       1.000       0.979
##                                                                   
##   Robust Comparative Fit Index (CFI)                            NA
##   Robust Tucker-Lewis Index (TLI)                               NA
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.007       0.032
##   90 Percent confidence interval - lower         0.000       0.018
##   90 Percent confidence interval - upper         0.028       0.044
##   P-value RMSEA <= 0.05                          1.000       0.995
##                                                                   
##   Robust RMSEA                                                  NA
##   90 Percent confidence interval - lower                        NA
##   90 Percent confidence interval - upper                        NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.087       0.087
## 
## Weighted Root Mean Square Residual:
## 
##   WRMR                                           0.805       0.805
## 
## Parameter Estimates:
## 
##   Standard errors                           Robust.sem
##   Information                                 Expected
##   Information saturated (h1) model        Unstructured
## 
## Latent Variables:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##   V_verbal =~                                                           
##     Cadri7a           1.000                               0.744    0.744
##     Cadri9a           0.848    0.071   11.944    0.000    0.631    0.631
##     Cadri12a          1.041    0.065   16.058    0.000    0.775    0.775
##     Cadri17a          1.130    0.069   16.363    0.000    0.841    0.841
##     Cadri24a          0.916    0.061   14.954    0.000    0.682    0.682
##     Cadri28a          0.937    0.068   13.840    0.000    0.697    0.697
##     Cadri32a          0.996    0.062   16.023    0.000    0.741    0.741
##   V_fis_am =~                                                           
##     Cadri8a           1.000                               0.829    0.829
##     Cadri25a          0.934    0.073   12.816    0.000    0.774    0.774
##     Cadri30a          1.047    0.082   12.745    0.000    0.868    0.868
##     Cadri34a          0.980    0.075   13.027    0.000    0.813    0.813
##     Cadri31a          0.946    0.113    8.370    0.000    0.784    0.784
##     Cadri33a          1.133    0.086   13.221    0.000    0.940    0.940
##   V_relaci =~                                                           
##     Cadri20a          1.000                               0.848    0.848
##     Cadri21a          1.009    0.136    7.432    0.000    0.856    0.856
##     Cadri35a          0.833    0.106    7.870    0.000    0.707    0.707
##   V_sexual =~                                                           
##     Cadri2a           1.000                               0.595    0.595
##     Cadri19a          1.336    0.313    4.263    0.000    0.794    0.794
##   Violencia =~                                                          
##     V_fis_am          1.000                               0.809    0.809
##     V_verbal          1.051    0.148    7.104    0.000    0.947    0.947
##     V_relaci          0.914    0.155    5.900    0.000    0.723    0.723
##     V_sexual          0.524    0.123    4.273    0.000    0.592    0.592
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.000                               0.000    0.000
##    .Cadri9a           0.000                               0.000    0.000
##    .Cadri12a          0.000                               0.000    0.000
##    .Cadri17a          0.000                               0.000    0.000
##    .Cadri24a          0.000                               0.000    0.000
##    .Cadri28a          0.000                               0.000    0.000
##    .Cadri32a          0.000                               0.000    0.000
##    .Cadri8a           0.000                               0.000    0.000
##    .Cadri25a          0.000                               0.000    0.000
##    .Cadri30a          0.000                               0.000    0.000
##    .Cadri34a          0.000                               0.000    0.000
##    .Cadri31a          0.000                               0.000    0.000
##    .Cadri33a          0.000                               0.000    0.000
##    .Cadri20a          0.000                               0.000    0.000
##    .Cadri21a          0.000                               0.000    0.000
##    .Cadri35a          0.000                               0.000    0.000
##    .Cadri2a           0.000                               0.000    0.000
##    .Cadri19a          0.000                               0.000    0.000
##    .V_verbal          0.000                               0.000    0.000
##    .V_fis_am          0.000                               0.000    0.000
##    .V_relaci          0.000                               0.000    0.000
##    .V_sexual          0.000                               0.000    0.000
##     Violencia         0.000                               0.000    0.000
## 
## Thresholds:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a|t1        0.178    0.070    2.539    0.011    0.178    0.178
##     Cadri7a|t2        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri7a|t3        1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri9a|t1        0.015    0.070    0.221    0.825    0.015    0.015
##     Cadri9a|t2        1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri9a|t3        1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri12a|t1       0.549    0.074    7.465    0.000    0.549    0.549
##     Cadri12a|t2       1.495    0.107   14.000    0.000    1.495    1.495
##     Cadri12a|t3       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri17a|t1       0.844    0.079   10.623    0.000    0.844    0.844
##     Cadri17a|t2       1.654    0.118   14.003    0.000    1.654    1.654
##     Cadri17a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri24a|t1       0.445    0.072    6.162    0.000    0.445    0.445
##     Cadri24a|t2       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri24a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri28a|t1       0.462    0.072    6.380    0.000    0.462    0.462
##     Cadri28a|t2       1.177    0.090   13.029    0.000    1.177    1.177
##     Cadri28a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri32a|t1       0.622    0.075    8.324    0.000    0.622    0.622
##     Cadri32a|t2       1.569    0.112   14.040    0.000    1.569    1.569
##     Cadri32a|t3       1.828    0.134   13.667    0.000    1.828    1.828
##     Cadri8a|t1        1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri8a|t2        2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri8a|t3        2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri25a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri25a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri30a|t1       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri30a|t2       2.024    0.157   12.925    0.000    2.024    2.024
##     Cadri30a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri34a|t1       1.328    0.097   13.656    0.000    1.328    1.328
##     Cadri34a|t2       2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri34a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri31a|t1       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri31a|t2       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri31a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri33a|t1       1.871    0.138   13.536    0.000    1.871    1.871
##     Cadri33a|t2       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri33a|t3       2.740    0.329    8.326    0.000    2.740    2.740
##     Cadri20a|t1       1.717    0.123   13.919    0.000    1.717    1.717
##     Cadri20a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri20a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri21a|t1       1.089    0.087   12.530    0.000    1.089    1.089
##     Cadri21a|t2       1.917    0.143   13.374    0.000    1.917    1.917
##     Cadri21a|t3       2.357    0.214   11.014    0.000    2.357    2.357
##     Cadri35a|t1       1.347    0.098   13.713    0.000    1.347    1.347
##     Cadri35a|t2       2.161    0.177   12.220    0.000    2.161    2.161
##     Cadri35a|t3       2.504    0.250   10.011    0.000    2.504    2.504
##     Cadri2a|t1        1.386    0.100   13.817    0.000    1.386    1.386
##     Cadri2a|t2        1.968    0.149   13.174    0.000    1.968    1.968
##     Cadri2a|t3        2.249    0.192   11.707    0.000    2.249    2.249
##     Cadri19a|t1       0.558    0.074    7.573    0.000    0.558    0.558
##     Cadri19a|t2       1.257    0.094   13.400    0.000    1.257    1.257
##     Cadri19a|t3       1.789    0.130   13.772    0.000    1.789    1.789
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##    .Cadri7a           0.446                               0.446    0.446
##    .Cadri9a           0.601                               0.601    0.601
##    .Cadri12a          0.400                               0.400    0.400
##    .Cadri17a          0.292                               0.292    0.292
##    .Cadri24a          0.535                               0.535    0.535
##    .Cadri28a          0.514                               0.514    0.514
##    .Cadri32a          0.451                               0.451    0.451
##    .Cadri8a           0.312                               0.312    0.312
##    .Cadri25a          0.400                               0.400    0.400
##    .Cadri30a          0.246                               0.246    0.246
##    .Cadri34a          0.340                               0.340    0.340
##    .Cadri31a          0.385                               0.385    0.385
##    .Cadri33a          0.117                               0.117    0.117
##    .Cadri20a          0.281                               0.281    0.281
##    .Cadri21a          0.268                               0.268    0.268
##    .Cadri35a          0.501                               0.501    0.501
##    .Cadri2a           0.647                               0.647    0.647
##    .Cadri19a          0.369                               0.369    0.369
##    .V_verbal          0.057    0.065    0.882    0.378    0.103    0.103
##    .V_fis_am          0.238    0.063    3.751    0.000    0.346    0.346
##    .V_relaci          0.343    0.093    3.701    0.000    0.477    0.477
##    .V_sexual          0.230    0.087    2.642    0.008    0.650    0.650
##     Violencia         0.450    0.084    5.386    0.000    1.000    1.000
## 
## Scales y*:
##                    Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
##     Cadri7a           1.000                               1.000    1.000
##     Cadri9a           1.000                               1.000    1.000
##     Cadri12a          1.000                               1.000    1.000
##     Cadri17a          1.000                               1.000    1.000
##     Cadri24a          1.000                               1.000    1.000
##     Cadri28a          1.000                               1.000    1.000
##     Cadri32a          1.000                               1.000    1.000
##     Cadri8a           1.000                               1.000    1.000
##     Cadri25a          1.000                               1.000    1.000
##     Cadri30a          1.000                               1.000    1.000
##     Cadri34a          1.000                               1.000    1.000
##     Cadri31a          1.000                               1.000    1.000
##     Cadri33a          1.000                               1.000    1.000
##     Cadri20a          1.000                               1.000    1.000
##     Cadri21a          1.000                               1.000    1.000
##     Cadri35a          1.000                               1.000    1.000
##     Cadri2a           1.000                               1.000    1.000
##     Cadri19a          1.000                               1.000    1.000

2.10.3 Fiabilidad del Modelo WLSMV de segundo orden

## For constructs with categorical indicators, the alpha and the average variance extracted are calculated from polychoric (polyserial) correlations, not from Pearson correlations.
## Higher-order factors were ignored.
##         V_verbal  V_fis_am  V_relaci  V_sexual
## alpha  0.8869414 0.9257101 0.8443092 0.6416203
## omega  0.8206861 0.8163989 0.6724028 0.5218421
## omega2 0.8206861 0.8163989 0.6724028 0.5218421
## omega3 0.8259776 0.8204771 0.6709403 0.5218420
## avevar 0.5374292 0.7000276 0.6501830 0.4923251
##        omegaL1        omegaL2 partialOmegaL1 
##      0.8537566      0.8632906      0.9486812

2.11 Comparación de los modelos factoriales

Mediante el uso de una función personalizada, se realiza la comparación de los índices de ajustes de todos los modelos, tanto por MLR como por WLSMV.

2.11.1 Comparación de modelos MLR

2.11.2 Comparación de modelos WLSMV